23 files changed, 237 insertions, 113 deletions

diff --git a/bib b/bib
-Subproject f0e510295cad46f391525cd39077506dadfb400
+Subproject 0a97feeb436f16752cd314989938c7cecbf1658
diff --git a/cv.pdf b/cv.pdf
index 117f097..0ef8ef3 100644
--- a/cv.pdf
+++ b/cv.pdf
diff --git a/cv.tex b/cv.tex
index 5f1a368..00d69a2 100644
--- a/cv.tex
+++ b/cv.tex
@@ -8,13 +8,13 @@
 %\photo{2.5cm}{darwiin.png}
 \socialinfo{
     \email{csa@suren.me}
+    \telegram{@csa7fff}
 %    \smartphone{+49 (176) 438-53094}
-    \skype{csa8000}
     \website{http://suren.me}{http://suren.me}
     \vspace{0.5em}
 
     \scholar{0Qa5rG8AAAAJ}{Scholar}\\
-%    \orcid{0000-0002-2909-6363}{OrcID}
+    \orcid{0000-0002-2909-6363}{OrcID}
     \linkedin{suren-chilingaryan-5501636}
 %    \rg{Suren-Chilingaryan-2}{ResearchGate}
 
@@ -23,11 +23,12 @@
 }
 
 \headermsg{
-    I do research in high-performance and heterogeneous computing and apply it to architect online systems for scientific instrumentation.
-    With improvements in detector technology, I believe new approaches are required to keep pace with the increasing data rates.
-    Codesign of hardware, software, and analysis algorithms is often a key to successful projects.
-    %With deep knowledge across computer science and IT technology, I can grasp complex systems as a whole and pay attention to the performance of critical components.
-    Currently, I lead an effort to adopt cloud technologies for data acquisition and control systems.
+    I do research in high-performance and heterogeneous computing and apply it to architect online systems for large-scale scientific instrumentation.
+    With improvements in detector technology, I believe new approaches are required to keep pace with the increasing data rates and still provide sustainable software for long-running experiments.
+    My research vision is to develop software architectures that separate stable software infrastructure from rapidly evolving domain-specific algorithms and hardware platform. 
+    Strong background in HPC, GPU acceleration, low-latency data paths, and cloud-native platforms. 
+    Proven ability to turn research prototypes into reliable production systems and to lead cross-team engineering efforts. 
+    %Recently led the cloud-native transformation of the KATRIN neutrino experiment, enabling 200\,Gb/s data acquisition and integrating thousands of sensors.
 }
 
 \begin{document}
diff --git a/cvind.pdf b/cvind.pdf
index bb4ebaa..481bb1c 100644
--- a/cvind.pdf
+++ b/cvind.pdf
diff --git a/cvind.tex b/cvind.tex
index 5642061..a4c75e5 100644
--- a/cvind.tex
+++ b/cvind.tex
@@ -1,7 +1,7 @@
 %\documentclass[dsvariant,alternative,12pt,compact,monochrome]{yaac-another-awesome-cv}
 \documentclass[dsvariant,alternative,12pt,compact]{yaac-another-awesome-cv}
 \name{Suren A. Chilingaryan, PhD}{}
-\tagline{Data Processing and Performance Expert | Lead of Cloud Computing }
+\tagline{System Architect | HPC \& GPU Computing | Lead of Cloud Computing}
 \addbibresource{bib/csa.bib}
 \addbibresource{bib/csaproc.bib}
 
@@ -9,22 +9,39 @@
 
 %\photo{2.5cm}{darwiin.png}
 \socialinfo{
-    \linkedin{suren-chilingaryan-5501636}
+    \address{76139 Karlsruhe, Germany}
     \email{csa@suren.me}
+    \linkedin{suren-chilingaryan-5501636}
+    \telegram{@csa7fff}
 %    \smartphone{+49 (176) 438-53094}
-    \skype{csa8000}
-    \website{http://suren.me}{http://suren.me}
+%    \website{http://suren.me}{http://suren.me}
 %    \vspace{0.5em}
 %    \address{17 Rue de Bretagne, 98835 Dumbéa, Nouvelle-Calédonie}\\
 %    \infos{Né le 23 septembre 1982 (35 ans) à Nouméa, Nouvelle-Calédonie}
 }
 
 \headermsg{
-    I do research in high-performance and heterogeneous computing and apply my expertise to architect online systems for scientific instrumentation.
-%    With improvements in detector technology, I believe new approaches are required to keep pace with the increasing data rates.
-%    Codesign of hardware, software, and analysis algorithms is often a key to successful projects.
-    With deep knowledge across computer science and IT technology, I can grasp complex systems as a whole and pay attention to the performance of critical components.
-    Currently, I lead an effort to adopt cloud technologies for data acquisition and control systems.
+%    I do research in high-performance and heterogeneous computing and apply my expertise to architect online systems for scientific instrumentation.
+%    As detector technologies advance, I believe that new architectural approaches are essential to meet the demands of rapidly growing data rates. 
+%    Codesign across hardware, software, and analysis algorithms is often key to achieving performance and reliability at scale. 
+%    With deep knowledge across computer science and IT technology as well as project management expirience, I can grasp complex systems as a whole and lead teams paying attention to the performance of critical components.
+%    Currently, I'm leading the adoption of cloud-native technologies for the KATRIN tritium neutrino experiment aimed to enable support of new 200 Gb/s detector along with input from thousands of sensors monitoring the experimental hardware and environment. 
+%    With the new infrastructure nearing completion, I’m open to new challenges, particularly those involving performance-critical, distributed systems. 
+
+%    Technical leader in high-performance and heterogeneous computing, with deep expertise in architecting data-intensive systems for scientific instrumentation. 
+%    I lead the cloud-native transformation of the KATRIN neutrino experiment, enabling 200 Gb/s detector data acquisition and integration of thousands of sensors. 
+%    With a strong foundation in computer science and project management, I bring both strategic vision and hands-on skills to complex, performance-critical infrastructure challenges.
+
+%\textbf{System architect and HPC specialist} with 20 years of experience designing and delivering high-performance, data-intensive, and distributed computing systems for scientific instrumentation. 
+%My work spans GPU acceleration, low-latency data paths, distributed architectures, and cloud-native platforms. 
+%I combine broad technical depth with ownership of complex engineering projects, mentoring junior contributors, and providing technical direction for software-side research. 
+%I work closely with detector electronics, infrastructure, and scientific teams to turn prototypes into robust, maintainable production systems.
+%Most recently, I led the cloud-native modernization of the KATRIN neutrino experiment, enabling 200\,Gb/s data acquisition and integration of thousands of sensors. 
+
+System architect with 20 years of experience designing distributed, data-intensive systems for large-scale scientific instrumentation. 
+Strong background in HPC, GPU acceleration, low-latency data paths, and cloud-native platforms. 
+Proven ability to turn research prototypes into reliable production systems and to lead cross-team engineering efforts. 
+Recently led the cloud-native transformation of the KATRIN neutrino experiment, enabling 200\,Gb/s data acquisition and integrating thousands of sensors.
 }
 
 \begin{document}
@@ -37,15 +54,17 @@
 %		{\thepage}
 
 	\input{section_competences}
-	\input{section_skills}
+	\input{section_curproj}
+
 	\input{section_employment}
-	\input{section_education}
-%	\input{section_academic}
 	\input{section_personal}
 
 	\newpage
 
+	\input{section_education}
+%	\input{section_academic}
 	\input{section_projects}
+	\input{section_skills}
 
 %	\input{section_experiments}
 %	\input{section_funding}
diff --git a/cvsci.pdf b/cvsci.pdf
index 219924d..5877006 100644
--- a/cvsci.pdf
+++ b/cvsci.pdf
diff --git a/cvsci.tex b/cvsci.tex
index e1dcf20..dc2b42e 100644
--- a/cvsci.tex
+++ b/cvsci.tex
@@ -1,33 +1,36 @@
 %\documentclass[dsvariant,alternative,12pt,compact,monochrome]{yaac-another-awesome-cv}
 \documentclass[dsvariant,scivariant,alternative,12pt,compact]{yaac-another-awesome-cv}
 \name{Dr. Suren A. Chilingaryan}{}
-\tagline{Data Processing and Performance Expert | Lead of Cloud Computing }
+\tagline{Data Processing and Performance Expert | Lead, Cloud Computing }
 \addbibresource{bib/csa.bib}
 \addbibresource{bib/csaproc.bib}
 
 %\photo{2.5cm}{darwiin.png}
 \socialinfo{
     \email{csa@suren.me}
-%    \smartphone{+49 (176) 438-53094}
-    \skype{csa8000}
-    \website{http://suren.me}{http://suren.me}
-    \vspace{0.5em}
+    \smartphone{+49 (176) 68093203}
+    \address{Kolberger str. 26E, 76139 Karlsruhe}
+%    \skype{csa8000}
+%    \website{http://suren.me}{http://suren.me}
+%    \vspace{0.5em}
 
-    \scholar{0Qa5rG8AAAAJ}{Scholar}\\
-%    \orcid{0000-0002-2909-6363}{OrcID}
+    \scholar{0Qa5rG8AAAAJ}{Scholar}
+    \orcid{0000-0002-2909-6363}{OrcID}
     \linkedin{suren-chilingaryan-5501636}
-%    \rg{Suren-Chilingaryan-2}{ResearchGate}
+    \rg{Suren-Chilingaryan-2}{ResearchGate}
 
-%    \address{17 Rue de Bretagne, 98835 Dumbéa, Nouvelle-Calédonie}\\
 %    \infos{Né le 23 septembre 1982 (35 ans) à Nouméa, Nouvelle-Calédonie}
 }
 
 \headermsg{
-    I do research in high-performance and heterogeneous computing and apply it to architect online systems for scientific instrumentation.
-    With improvements in detector technology, I believe new approaches are required to keep pace with the increasing data rates.
-    Codesign of hardware, software, and analysis algorithms is often a key to successful projects.
-    %With deep knowledge across computer science and IT technology, I can grasp complex systems as a whole and pay attention to the performance of critical components.
-    Currently, I lead an effort to adopt cloud technologies for data acquisition and control systems.
+    I conduct research in high-performance and heterogeneous computing, focusing on software architectures for online systems supporting large-scale scientific instrumentation. 
+    As detector technologies continue to advance, I develop approaches that keep pace with increasing data rates while ensuring the long-term sustainability of software for scientific facilities operating over decades. 
+    I bridge research and engineering by translating novel computational methods into reliable production systems and coordinating their development across interdisciplinary teams.
+%    My research vision is to develop software architectures that separate stable software infrastructure from rapidly evolving domain-specific algorithms and hardware platforms. 
+%    I have extensive experience in HPC, GPU acceleration, low-latency data paths, and cloud-native platforms, 
+%    with a proven ability to translate research prototypes into reliable production systems and to lead cross-disciplinary software engineering efforts.
+
+    %Recently led the cloud-native transformation of the KATRIN neutrino experiment, enabling 200\,Gb/s data acquisition and integrating thousands of sensors.
 }
 
 \begin{document}
@@ -48,6 +51,7 @@
 	\newpage
 	\input{section_experiments}
 	\input{section_funding}
+	\newpage
 	\input{section_leadership}
 	\input{section_responsibilities}
 	\input{section_software}
@@ -55,9 +59,9 @@
 	\input{section_supervision}
 %	\input{section_references} 				% Section références
 
-	\newpage
+%	\newpage
 	\printbibliography[title={\textsc{Selected publications}}]
 
-	\newpage
+%	\newpage
 	\input{section_presentations}
 \end{document}
\ No newline at end of file
diff --git a/section_academic.tex b/section_academic.tex
index aa4234a..15dd0a2 100644
--- a/section_academic.tex
+++ b/section_academic.tex
@@ -3,10 +3,10 @@
 \begin{categories}
 	\category{Experiments}		{\makecell{Member of \refexp{KATRIN}, \refexp{PANDA}, \refexp{ASEC} collaborations;\\ contributed to \refexp{CMS} and \refexp{KIT Cube}}} % \refexp{Edelweiss} - no publications, never was used (only KIT report mentions our efforts)
 	\category{Collaborations}	{\reffac{ESRF}, \refcol{CCPi}, \refuni{Desy}, \refcol{TPU}, \refcol{SCI}, \refexp{SEVAN}, \refjob{YerPhI}}		%\refuni{University of Manchester}}
-	\category{Funding}		{\makecell{Contributing author to BMBF grants \hyperlink{proj:ADEI}{01DK13019} (15~k€), \hyperlink{proj:UFO}{05K10CKB} and\\ \hyperlink{proj:UFO}{05K10VKE} (2.5~m€ total), 200~k€ in further infrastructure funding}}
+	\category{Funding}		{\makecell{PI on ERUM-data grant MorphoSphere-IPE-V (430~k€).\\ Contributed to BMBF grants \hyperlink{proj:UFO}{05K10CKB}, \hyperlink{proj:UFO}{05K10VKE}, \hyperlink{proj:UFO}{05K22VKA} (3.7~m€ total),\\  \hyperlink{proj:ADEI}{01DK13019} (15~k€), 550~k€ in further infrastructure funding}}
 	\category{Projects}		{\makecell{Maintain 5 software frameworks, coordinated and developed - 12;\\7 are in active use in major facilities}}
-	\category{Supervision}		{\makecell{Supervise 2 PhD students, co-supervised 4 PhD students (2 graduated),\\ 10 Master students and 20 internships}}
+	\category{Supervision}		{\makecell{Supervised a PhD student (graduated in 2025), \\ Co-supervised 4 PhD students (3 graduated), 10 Master students and 20 internships}}
 	\category{Tutoring}		{GPU programming tutorials, seminar on parallel programming}
-	\category{Publications}		{\orcidlink{0000-0002-2909-6363}{59 peer-reviewed publications}, \scholarlink{0Qa5rG8AAAAJ}{h-rank: 18}}
+	\category{Publications}		{\orcidlink{0000-0002-2909-6363}{59 peer-reviewed publications}, \scholarlink{0Qa5rG8AAAAJ}{h-rank: 19}}
 	\category{Presentations}	{7 invited talks, 10 conference talks, 15 seminars}
 \end{categories}
diff --git a/section_competences.tex b/section_competences.tex
index 08f219d..50cfe4f 100644
--- a/section_competences.tex
+++ b/section_competences.tex
@@ -1,10 +1,41 @@
-\subtitle{Areas of expertise}{\faTasks}
 
+\ifdef{\scivariant}{
+\subtitle{Areas of expertise}{\faTasks}
 \begin{categories}
-	\category{}{High performance computing}
-	\category{}{Distributed data acquisition and control systems}
-	\category{}{Performance analysis and software optimization techniques}
-	\category{}{Parallel algorithms and parallel hardware architectures}
-	\category{}{Low-latency communication in heterogeneous systems}
-	\category{}{Cloud-based data management and visualization}
+	\category{}{Project Management and Technical Leadership}
+	\category{}{Research Software Engineering}
+	\category{}{Software Architectures for Scientific Instrumentation}
+	\category{}{Parallel and High Performance Computing}
+	\category{}{Distributed Data Acquisition and Control Systems}
+%	\category{}{Parallel Algorithms and Parallel Hardware Architectures}
+	\category{}{Low-latency Communication in Heterogeneous Systems}
+	\category{}{Performance Analysis and Software Optimization}
+	\category{}{Scientific Software Orchestration and Sustainability}
 \end{categories}
+}{
+\subtitle{Key Competences}{\faTasks}
+\begin{competences}
+	\competence{Technical Leadership}{Project management, team leadership, presentations, proposals \& reports}%, Technical \& Financial Planning}
+	\competence{System Architecture}{Distributed systems, microservice architectures, scalable data-intensive applications, high-bandwidth data acquisition and data-driven control}
+	\competence{HPC \& Performance}{Parallel \& approximate algorithms, performance modeling, code optimization}
+	\competence{Infrastructure}{Kubernetes/OpenShift, distributed storage, TSDB \& array databases, CI/CD}
+	\competence{Key Technologies}{C/C++, POSIX/IPC/Linux Kernel, CUDA/OpenCL, NUMA, Remote-DMA}
+\end{competences}
+}
+
+
+
+
+
+
+%Parallel programming with MPI, OpenMP, and CUDA · Multi-threaded and task-based concurrency (pthreads, std::thread) · Heterogeneous compute across CPUs and GPUs · Vectorization and memory hierarchy optimization (SIMD, AVX-512, NUMA)
+%Design of scalable data acquisition and control systems · Real-time, low-latency networking using AF_XDP, DPDK, RDMA · Distributed messaging with gRPC and ZeroMQ · NUMA-aware system deployment
+%Software profiling and tuning with VTune, perf, Nsight · Performance modeling and bottleneck analysis · Optimization of compute pipelines and memory access patterns
+%Cloud-integrated data pipelines · Time-series and array databases (PostgreSQL, InfluxDB, TimescaleDB) · Monitoring and visualization with Grafana and custom dashboards
+%Experience with Slurm, Ceph, and Lustre · HPC cluster design and job scheduling · Integration of HPC with cloud environments · Infiniband and RDMA-based networking
+%CI/CD workflows and 
+
+%Proficient in C/C++, Python, Bash · Git, Make/CMake, YAML/JSON · Familiarity with modern DevOps tools and practices
+%Parallelism: MPI, OpenMP, CUDA, pthreads
+%Optimization: VTune, perf, AVX-512, NUMA
+%Infrastructure: Slurm, Kubernetes, Ceph, RDMA
diff --git a/section_curproj.tex b/section_curproj.tex
new file mode 100644
index 0000000..c907c93
--- /dev/null
+++ b/section_curproj.tex
@@ -0,0 +1,31 @@
+\subtitle{Selected Projects}{\faSuitcase}
+
+\begin{projects}
+ \project{Since 2018}		{KaaS}		{KATRIN-as-a-Service (KaaS) platform for distributed data acquisition systems}
+    \action{\since{2018}}	{4}		{Prototyped platform, secured funding, built a team of 4, and led the rollout}
+    \action{\since{2022}}	{}		{Coordinated with Canonical and internal teams to deploy Kubernetes infrastructure}
+    \action{\since{2018}}	{4}		{KaaS cloud is integrating data from fast detectors and thousands monitoring sensors}
+    \action{\ivl{2018}{2019}}	{}		{Cut costs by adapting legacy software for distributed ops and integrating HPC resources}
+    \action{\since{2022}}	{1}		{Led development of AF\_XDP-based, containerized DAQ framework}
+    \action{\since{2020}}	{3}		{Modeled data access patterns and guided research on organization of time-series data}
+    \action{\since{2015}}	{1}		{Supervised development of online monitoring framework for the KaaS ecosystem}
+%    \action{\ivl{2019}{2020}}	{3}		{Coordinated migration of the KATRIN services to the KaaS platform}
+%    \action{\since{2020}}	{2}		{Lead research on cloud technologies for heterogeneous control systems}
+
+ \project{\ivl{2017}{2022}}	{Toma}		{Research and applications of hidden aspects in GPU architectures}
+    \action{\ivl{2017}{2018}}	{}		{Identified performance imbalances and hidden parallelism in NVIDIA and AMD GPUs}
+    \action{\ivl{2017}{2018}}	{}		{Developed method to exploit intra-SM parallelism on NVIDIA (up to 30\% speed-up)}
+    \action{\ivl{2017}{2018}}	{}		{Accelerated tomography by 4-6 times by rebalancing of hardware usage}
+    \action{\ivl{2019}{2020}}	{}		{Published paper "\urlref{Reviewing GPU architectures to build efficient back projection...}{https://doi.org/10.1007/s11554-019-00883-w}"}
+
+ \project{\ivl{2016}{2017}}	{CMS}		{GPU-based L1 Trigger for CERN CMS using GPUDirect (6~$\mu$s latency budget)} 
+ \project{\ivl{2011}{2017}}	{UFO}		{Cordinated software work-package and led algorithm paralelization in a project "Ultrafast tomography with online monitoring and image-based control"}
+
+
+% \project{\ivl{2011}{2016}}	{ADEI/ASTOR}	{Web-platforms for visualization of volumetric (tomographic) and time-series data}
+% \action{\ivl{2011}{2014}}	{4}		{Developed Platform for exploration and analysis of time-series in terascale archives}
+% \project{\ivl{2009}{2013}}	{GPU}		{Parallel algorithms and software optimization (GPGPU, SIMD): 10-100x speed-up}
+% \project{\ivl{2003}{2006}}	{PHD}		{PhD in Computer Engineering on communication protocols for distributed DAQ}
+% \project{\ivl{1999}{2008}}	{DAQ}		{Distributed Data Acquistion Systems for particle detector networks}
+
+\end{projects}
diff --git a/section_employment.tex b/section_employment.tex
index 441be8c..e6ad6f0 100644
--- a/section_employment.tex
+++ b/section_employment.tex
@@ -3,16 +3,18 @@
 
 \begin{jobs}
 \ifdef{\scivariant}{
-  \job {\since{2013}}		{KIT}		{Data processing and performance expert}{Karlsruhe Institute of Technology}{High-performance instrumentation for large-scale scientific experiments}	{http://www.ipe.kit.edu}
-  \job {\ivl{2007}{2012}}	{}		{Postdoctoral researcher}{KIT}{Data management \& software optimization}										{http://www.ipe.kit.edu}
+  \job {\since{2013}}		{KIT}		{Data Processing and Performance Expert}{Karlsruhe Institute of Technology}{High-performance instrumentation for large-scale scientific experiments}	{http://www.ipe.kit.edu}
+  \job {\ivl{2007}{2012}}	{}		{Postdoctoral Researcher}{KIT}{Data management \& software optimization}										{http://www.ipe.kit.edu}
   \job {\ivl{2005}{2007}}	{YerPhI}	{Researcher}{Yerevan Physics Institute}{DAQ for particle detector networks}										{http://crd.yerphi.am}
+  \job {\ivl{2002}{2005}}	{YerPhI}	{PhD student}{Yerevan Physics Institute \& Forschungszentrum Karlsruhe}{}											{}
+%  \job {\ivl{2002}{2005}}	{YerPhI}	{PhD student}{Yerevan Physics Institutee}{}														{}
 }{
-  \job {\since{2020}}		{KIT}		{Leader of CloudDAQ project}{Karlsruhe Institute of Technology}{Research on cloud technologies for control and data acquisition applications}		{http://www.ipe.kit.edu}
-  \job {\ivl{2013}{2020}}	{}		{Data processing and performance expert}{KIT}{high-performance instrumentation for large-scale scientific experiments}					{http://www.ipe.kit.edu}
-  \job {\ivl{2007}{2012}}	{}		{Postdoctoral researcher}{KIT}{data management \& software optimization}										{http://www.ipe.kit.edu}
-  \job {\ivl{2005}{2007}}	{YerPhI}	{Software engineer}{Yerevan Physics Institute}{data acquisition systems}										{http://crd.yerphi.am}
+  \job {\since{2020}}		{KIT}		{Lead of Cloud Computing}{Karlsruhe Institute of Technology}{High-throughput cloud technologies for control and data acquisition systems}		{http://www.ipe.kit.edu}
+  \job {\ivl{2013}{2020}}	{}		{Data Processing and Performance Expert}{KIT}{high-performance instrumentation for large-scale scientific experiments}					{http://www.ipe.kit.edu}
+  \job {\ivl{2007}{2012}}	{}		{Postdoctoral Researcher}{KIT}{data management \& software optimization}										{http://www.ipe.kit.edu}
+  \job {\ivl{2005}{2007}}	{YerPhI}	{Software Engineer}{Yerevan Physics Institute}{data acquisition systems}										{http://crd.yerphi.am}
+  \job {\ivl{2002}{2005}}	{FZK}		{Associate Researcher}{Forschungszentrum Karlsruhe}{}													{}
 }
 
-  \job {\ivl{2002}{2005}}	{FZK}		{Associate researcher}{Forschungszentrum Karlsruhe}{}													{}
-  \job {\ivl{2001}{2002}}	{}		{Software engineer}{Yerevan Physics Institute}{}													{http://crd.yerphi.am}
+  \job {\ivl{2001}{2002}}	{}		{Software Engineer}{Yerevan Physics Institute}{}													{http://crd.yerphi.am}
 \end{jobs}
diff --git a/section_experiments.tex b/section_experiments.tex
index 043cd9f..29e01e5 100644
--- a/section_experiments.tex
+++ b/section_experiments.tex
@@ -8,13 +8,13 @@
 \begin{events}
  \eventsection{Current}{}
   \experiment	{\since{2020}}		{PANDA}				{antiProton ANnihilation in Darmstadt, Germany}													{https://panda.gsi.de}{Member}
-  \facility	{\since{2013}}		{BESS}				{Battery Technology Center at \refjob{KIT}, Germany}												{http://www.batterietechnikum.kit.edu}{}
   \facility	{\since{2008}}		{KARA}				{Karlsruhe Research Accelerator, \refjob{KIT}, Germany}												{https://www.ibpt.kit.edu/kara.php}{}
   \experiment	{\since{2007}}		{KATRIN}			{Karlsruhe Tritium Neutrino Experiment, Germany}												{http://www.katrin.kit.edu}{Member}
   \experiment	{\since{2006}}		{SEVAN}				{Space Environment Viewing and Analysis Network; coordinated by \refjob{YerPhI}}								{http://crd.yerphi.am/space_environmental_viewing_and_analysis_network}{}
   \experiment	{\since{2001}}		{ASEC}				{Aragats Space Environmental Center, Armenia}													{http://crd.yerphi.am/ASEC_Monitors}{Member}
 
  \eventsection{Past}{events}
+  \facility	{\ivl{2013}{2025}}	{BESS}				{Battery Technology Center at \refjob{KIT}, Germany}												{http://www.batterietechnikum.kit.edu}{}
   \collaboration{\ivl{2020}{2021}}	{CCPi}				{Collaborative Computational Project for Imaging; led by \urlref{UoM}{https://www.manchester.ac.uk} and \urlref{STFC}{https://stfc.ukri.org}}	{https://www.ccpi.ac.uk}{}
   \facility	{\ivl{2014}{2018}}	{HZG}				{Helmholtz-Zentrum Geesthacht, Germany}														{https://www.hzg.de/institutes_platforms/materials_research/physical_metallurgy/x_ray_imaging/index.php.en}{}
   \collaboration{\ivl{2010}{2018}}	{TPU}				{Tomsk Polytechnic University, Russia}														{https://tpu.ru}{}
diff --git a/section_funding.tex b/section_funding.tex
index fbc4a52..1acd0e8 100644
--- a/section_funding.tex
+++ b/section_funding.tex
@@ -13,19 +13,25 @@
 %  \funding	{2014}		{H2020}			{}							{Represented KIT in}{a consortium preparing \emph{unfunded} PaN-DAAS proposal for H2020 funding}{(data analysis services for photon and neutron facilities)}
 
 \begin{complexevents}
-  \funding	{2021}		{\refexp{KATRIN} (100 k€)}	{KaaS (2021)}						{}
-				{Author}{investments for upgrade of \refsoft{KaaS} cluster}{}
-  \funding	{2020}		{KCETA (6 k€)}		{RoCE (2020)}							{}
-				{Contributing author}{investments to integrate ROCe protocol in \refproj{UFO} DAQ system}{}
-  \funding	{2019}		{Helmholtz}		{MT-DTS (\ivl{2021}{2027})}					{Matter and Technologie}
-				{Technical contribution}{to \refproj{MT-DTS ST2} subtopic in \refstd{Matter and Technologie} program}{}
-  \funding	{2013, 2016}	{BMBF (750 k€)}		{ASTOR (\ivl{2013}{2016}), NOVA (\ivl{2016}{2020})}		{ASTOR,NOVA}
+  \funding	{2025}		{ERUM Data 05D25CK1 (430 k€)}	{MorphoSphere (\ivl{2026}{2029})} {}
+				{PI}{responsible for WP for data reduction and organization in project on smart repositories for digitized morphology}{}
+  \funding	{2023}		{\refexp{KATRIN} (195 k€)}	{KaaS/platform (2025)}					{}
+				{Coordinator}{investments to comission development of new KATRIN Kubernetes platform}{}
+  \funding	{2022}		{BMBF 05K22VKA (1.2 m€)}	{SMART-Morph (\ivl{2022}{2025})} {}
+				{Associate Partner}	{Smart Modules for AI-supported Serial X-Ray Micro Computed Tomography for Comparative Morphological Studies at PETRA III/IV}{}
+  \funding	{2021}		{\refexp{KATRIN} (250 k€)}	{KaaS/hardware (2021)}					{}
+				{Coordinator}{investments for upgrade of \refsoft{KaaS} cluster}{}
+%  \funding	{2020}		{KCETA (6 k€)}		{RoCE (2020)}							{}
+%				{Contributing author}{investments to integrate ROCe protocol in \refproj{UFO} DAQ system}{}
+%  \funding	{2019}		{Helmholtz}		{MT-DTS (\ivl{2021}{2027})}					{Matter and Technologie}
+%				{Technical contribution}{to \refproj{MT-DTS ST2} subtopic in \refstd{Matter and Technologie} program}{}
+  \funding	{2013, 2016}	{BMBF 05K2013 \& 05K2016 (750 k€)}		{ASTOR (\ivl{2013}{2016}), NOVA (\ivl{2016}{2020})}		{ASTOR,NOVA}
 				{Technical contribution}{projects on collaborative analysis of tomographic datasets}{}
-  \funding	{2012}		{BMBF (15 k€)}		{ADEI (\ivl{2013}{2015})}					{ADEI}
+  \funding	{2012}		{BMBF WTZ\_ARM\_2012-016 (15 k€)}		{ADEI (\ivl{2013}{2015})}					{ADEI}
 				{Contributing author}{networking grant for cooperation with \refexp{ASEC}}{on data analysis platform}
   \funding	{2011}		{Diaspora (100 k\$)}	{VMAV (\ivl{2012}{2014})}					{VMAW}
 				{Contributing author}{\refstd{Vaporciyan Multivariate Analysis and Visualization} (non-governmental grant by Armenian diaspora)}{for establishing multivariate analysis platform at \refexp{ASEC}}
-  \funding	{2010, 2011}	{BMBF (2.5 m€)}		{UFO-1 (\ivl{2010}{2013}), UFO-2 (\ivl{2012}{2015})}		{UFO}
+  \funding	{2010, 2011}	{BMBF 05K10CKB \& 05K10VKE (2.5 m€)}		{UFO-1 (\ivl{2010}{2013}), UFO-2 (\ivl{2012}{2015})}		{UFO}
 				{Contributing author}{\refstd{Ultra Fast X-ray Imaging of Scientific Processes with On-line Assessment and Data-driven Process Control}}{I have contributed vision of online data processing system and provided definitions of the corresponding work-package}
   \funding	{2009}		{Helmholtz}		{HDRI (\ivl{2010}{2014})}					{HDRI}
 				{Technical contribution}{to \refstd{HDRI (High Data Rate Processing and Analysis)} initiative in \refstd{Helmholtz PNI (Photons, Neutrons, Ions)} research program}{}
diff --git a/section_leadership.tex b/section_leadership.tex
index 1a3d5b9..431854a 100644
--- a/section_leadership.tex
+++ b/section_leadership.tex
@@ -7,10 +7,10 @@
 %  ROOF
 %  PhD hunting? Outsourcing with Jalal?
 
-  \leadership{\since{2020}}	{Leading efforts to}{prepare the \refexp{KATRIN} data infrastructure for the \refstd{Tristan} detector}					{Group}{2 PhD, 2 students}
-  \leadership{\ivl{2018}{2020}}	{Led}{development of the \refexp{KATRIN} cloud platform and migration of services}						{Group}{2 Postdocs, PhD, 2 students}	% organization: Marco,Jan,Jonas,NTJ,etc.
-  \leadership{\ivl{2013}{2018}}	{Led}{volume visualization task force in the \refproj{ASTOR} and \refproj{NOVA} projects}					{Group}{PhD, 5 students}	
+  \leadership{\ivl{2020}{2025}}	{Leading efforts to}{prepare the \refexp{KATRIN} data infrastructure for the \refstd{Tristan} detector}			{Group}{2 engineers, PhD, 2 students}
+  \leadership{\ivl{2018}{2020}}	{Led}{development of the \refexp{KATRIN} cloud platform and migration of services}					{Group}{2 Postdocs, PhD, 2 students}	% organization: Marco,Jan,Jonas,NTJ,etc.
+  \leadership{\ivl{2013}{2018}}	{Led}{volume visualization task force in the \refproj{ASTOR} and \refproj{NOVA} projects}				{Group}{PhD, 5 students}	
   \leadership{\ivl{2010}{2018}}	{Coordinated a}{program on stewardship of theses for \refuni{TPU} students}						{Participation}{3 PhD, 12 students}
   \leadership{\ivl{2010}{2016}}	{Led a}{collaboration with \refexp{ASEC} on online data analysis platform}						{Group}{Postdoc and PhD in \refjob{KIT}, Postdoc and 2 engineers at \refexp{ASEC}, 10 students}
-  \leadership{\ivl{2010}{2017}}	{Coordinated a}{work-package on tomographic software in the \refproj{UFO} project}						{Group}{3 PhD in \refjob{KIT}, 3 PhD in partner universities, 5 students}
+  \leadership{\ivl{2010}{2017}}	{Coordinated a}{work-package on tomographic software in the \refproj{UFO} project}					{Group}{3 PhD in \refjob{KIT}, 3 PhD in partner universities, 5 students}
 \end{complexevents}
diff --git a/section_personal.tex b/section_personal.tex
index b9b2782..7df47ee 100644
--- a/section_personal.tex
+++ b/section_personal.tex
@@ -2,6 +2,6 @@
 \subtitle{Personal data}{\faTasks}
 
 \begin{categories}
-	\category{Nationality}		{Armenian, Russian Federation, residence permit in Germany}
+	\category{Nationality}		{Armenian, German Residence Permit (Niederlassungserlaubnis)}
 	\category{Languages}		{English, Armenian, Russian}
 \end{categories}
diff --git a/section_presentations.tex b/section_presentations.tex
index 0325385..383a2cc 100644
--- a/section_presentations.tex
+++ b/section_presentations.tex
@@ -32,6 +32,9 @@
   \conference{\at{Sep}{2007}}	{}		{Advanced Data Acquisition System for SEVAN}								{SEE~2007 Symposium, Athens, Greece}{}
 
  \eventsection{Workshops}{events}
+  \workshop{\at{Sep}{2025}}	{invited}	{Data and Infrastructure challenges in multi-decade monitoring systems}					{TEPA workshop, Yerevan, Armenia}{}
+  \workshop{\at{Sep}{2024}}	{invited}	{Acquiring and Managing Experimental Data in a Big Data Age}						{TEPA workshop, Yerevan, Armenia}{}
+  \workshop{\at{Sep}{2023}}	{invited}	{Leveraging scientific notebooks \& LLM agents to perform analysis of SEVAN data}			{TEPA workshop, Nor-Amberd, Armenia}{}
   \workshop{\at{Mar}{2019}}	{}		{UFO Cloud: Data-Acquisition-as-a-Service}								{\refproj{Matter and Technologie} program meeting, Germany}{}
   \workshop{\at{Nov}{2018}}	{}		{High-Speed Tomography: Fine-tuning back projection for GPU architectures}				{CAMERA workshop, Berkeley, CA, USA}{}
   \workshop{\at{Nov}{2017}}	{invited}	{UFO - A platform for high data rate instrumentation with GPUs}						{EUCALL GPU/FPGA Workshop at \refstd{XFEL}, Hamburg, Germany}{}
diff --git a/section_projects.tex b/section_projects.tex
index b37c698..6708b14 100644
--- a/section_projects.tex
+++ b/section_projects.tex
@@ -2,37 +2,36 @@
 % While many projects are spread over time and going in parallel, I have tried to specify shorter core development times.
 
 \begin{projects}
- \project{Ongoing}		{KaaS}		{Cloud technologies for heterogeneous control systems}
-    \action{\since{2019}}	{2}		{Responisble for operation of the Kaas platform}
-    \action{\since{2021}}	{2}		{Prepare the KATRIN infrastructure for new high-speed detectors}
-
-% \project{\since{2018}}		{KaaS}		{Proposed, built, and maintain}{Katrin-as-a-Service Cloud Platform}
- \project{\ivl{2018}{2020}}	{KaaS}		{Katrin-as-a-Service Cloud Platform}
-    \action{\ivl{2018}{2019}}	{}		{Proposed, built, and maintain the KaaS cloud platform for the KATRIN experiment}
-    \action{\ivl{2019}{2020}}	{3}		{Coordinated migration of the KATRIN services to the KaaS platform}
-    \action{\ivl{2017}{2018}}	{}		{Made a distributed and scalable version of the ADEI data management system}
-    \action{\ivl{2015}{2017}}	{1}		{Supervised development of online monitoring framework for the ADEI ecosystem}
+\ifdef{\scivariant}{
+ \project{Since 2018}		{KaaS}		{KATRIN-as-a-Service (KaaS) platform for distributed data acquisition systems}
+    \action{\since{2018}}	{4}		{Prototyped platform, secured funding, built team, and led rollout}
+    \action{\since{2018}}	{4}		{KaaS cloud is integrating data from fast detectors and thousands monitoring sensors}
+    \action{\ivl{2018}{2019}}	{}		{Cut costs by adapting legacy software for distributed ops and integrating HPC resources}
+    \action{\since{2022}}	{1}		{Led development of AF\_XDP-based, containerized DAQ framework}
+    \action{\since{2020}}	{3}		{Modeled data access patterns and guided research on organization of time-series data}
+    \action{\since{2015}}	{1}		{Supervised development of online monitoring framework for the KaaS ecosystem}
+%    \action{\ivl{2019}{2020}}	{3}		{Coordinated migration of the KATRIN services to the KaaS platform}
 %    \action{\since{2020}}	{2}		{Lead research on cloud technologies for heterogeneous control systems}
 
- \project{\ivl{2017}{2020}}	{Toma}		{Research of undocumented aspects in GPU architectures}
-    \action{\ivl{2017}{2018}}	{}		{Investigated performance imbalances and hidden parallelism in GPU architectures}
-    \action{\ivl{2017}{2018}}	{}		{Developed method to exploit intra-SM parallelism (up to 30\% speed-up)}
-    \action{\ivl{2017}{2018}}	{}		{Evaluated methods of approximate computing for tomography (quality vs. speed-up)}
-    \action{2020}		{}		{Applied these techniques to speed-up tomographic reconstruction by extra 4-6 times
-						via performance modeling and rebalancing of hardware usage [\urlref{s11554-019-00883-w}{https://doi.org/10.1007/s11554-019-00883-w}]}
-
- \project{\ivl{2010}{2018}}	{TPU}		{Coordinated student exchange program with Tomsk Polytechnic University}
 
- \project{\ivl{2012}{2017}}	{CMS}		{Data Acquisition Platform for UFO ecosystem} %Low latency communication for distributed data acquisiton systems}
+ \project{\ivl{2017}{2022}}	{Toma}		{Research and applications of hidden aspects in GPU architectures}
+    \action{\ivl{2017}{2018}}	{}		{Identified performance imbalances and hidden parallelism in NVIDIA and AMD GPUs}
+    \action{\ivl{2017}{2018}}	{}		{Developed method to exploit intra-SM parallelism on NVIDIA (up to 30\% speed-up)}
+    \action{\ivl{2017}{2018}}	{}		{Evaluated methods of approximate computing for tomography and accelerated reconstruction 
+}						algorithms by 4-6 times via performance modeling and rebalancing of hardware usage [\urlref{s11554-019-00883-w}{https://doi.org/10.1007/s11554-019-00883-w}]}
+%>>>> Better title
+ \project{\ivl{2012}{2017}}	{CMS}		{Remote-DMA based Data Acquisition Platform} %Low latency communication for distributed data acquisiton systems}
     \action{\ivl{2011}{2013}}	{1-2}		{Developed a driver platform for fast prototyping of PCIe-based electronics with a
-						modular (user-space) DMA engine (up to 12 GB/s) and scirpting/debugging support} 
+						modular (user-space) DMA engine (up to 12 GB/s) and scripting/debugging support} 
     \action{\ivl{2011}{2013}}	{}		{Implemented drivers for in-house electronics, e.g. camera (\emph{in use at KIT and Desy})}
     \action{\ivl{2011}{2015}}	{1-2}		{Used RDMA and GPUDirect/DirectGMA to intercommunicate detectors with GPUs}
-    \action{\ivl{2016}{2017}}	{1}		{Participated in a case study on applications of GPUs for CMS track trigger,
+    \action{\ivl{2016}{2017}}	{1}		{Led a case study on applications of GPUs for CMS track trigger,
 						decision on acceptance of a track candidate was made within 6~$\mu$s (data transfer + analysis)} 
     \action{\ivl{2016}{2017}}	{1}		{GPUs allowed to utilize a more precise algorithm than was possible with classic designs}
 
- \project{\ivl{2015}{2016}}	{ASTOR/NOVA}	{cloud platform for collaborative analysis of tomographic data}
+ \project{\ivl{2010}{2017}}	{TPU}		{Coordinated student exchange program with Tomsk Polytechnic University}
+
+ \project{\ivl{2015}{2016}}	{ASTOR/NOVA}	{Cloud platform for collaborative analysis of tomographic data}
     \action{\ivl{2013}{2018}}	{1-2}		{Led development of web-visualization for large and time-resolved volumes}
 
  \project{\ivl{2011}{2015}}	{UFO}		{UFO: Ultrafast tomography with online monitoring and image-based control}
@@ -49,19 +48,18 @@
     \action{\ivl{2011}{2014}}	{4}		{Developed a platform for exploration and analysis of time-series in terascale archives}
     \action{\ivl{2014}{2016}}	{4}		{System is in operation in YerPhI, the SEVAN network, and 7 major facilities at KIT}
 
- \project{\ivl{2009}{2013}}	{GPU}		{Parallel algorithms and software optimization}
+ \project{\ivl{2009}{2013}}	{GPU}		{Parallel algorithms and software optimization, 10-100x speed-up}
     \action{\ivl{2013}{2014}}	{UFO}		{Developed parallel algorithms for $\mu$PIV (micro-particle velocimetry)}
     \action{2010}		{}		{Leveraged the PoweXCell architecture for a MRSES feature selection algorithm} %, achieved 5000x speed-up compared to prototype using a single IBM QS22 blade}
     \action{\ivl{2009}{2010}}	{}		{Optimized performance of PyHST (ESRF tomographic framework)}
     \action{\ivl{2009}{2010}}	{}		{Implemented a digital image correlation and tracking algorithm for GPUs}
 %   \action{\ivl{2007}{2008}}	{}		{Carried out a performance study of open-source XML frameworks} %(SAX/DOM, Transformation, Schema, Security)
 
- \project{\ivl{2002}{2008}}	{DAQ}		{Distributed systems for data acquistion and slow control}
+ \project{\ivl{2002}{2008}}	{DAQ}		{Distributed systems for data acquisition and slow control}
 % %   \action{\ivl{2008}{2009}}	{}		{Web components to manage and visualize slow control data}
-    \action{\ivl{2007}{2008}}	{}		{Stabilized a slow control system of the KATRIN experiment for production use \emph{(in use)}}
-    \action{\ivl{2005}{2006}}	{}		{Built a distributed data acquisition system for ASEC particle detector networks \emph{(in use)}}
+    \action{\ivl{2007}{2008}}	{}		{Stabilized a slow control system of the KATRIN experiment \emph{(in use)}}
+    \action{\ivl{2005}{2006}}	{}		{Built a distributed data acquisition system for ASEC particle detector network \emph{(in use)}}
 %   \action{\ivl{2003}{2005}}	{}		{Middleware to interconnect heterogeneous components into a unified control system}
-%    \action{\ivl{1999}{2001}}	{}		{Drivers for PCI neuro-acceleration board and its evaluation for control applications}
-    \action{\ivl{1999}{2001}}	{}		{Developed drivers for PCI neuro-accelerator and evaluated it for control applications}
+    \action{\ivl{1999}{2001}}	{}		{Developed Linux drivers and control software for AI-accelerator}
 \end{projects}
 
diff --git a/section_research.tex b/section_research.tex
index 84f97d0..3efe97c 100644
--- a/section_research.tex
+++ b/section_research.tex
@@ -13,7 +13,9 @@ Below are referenced selected peer-reviewed publications which are either author
 % ?? make subsections with dates: \eventsection
 
  \datedeventsection{\since{2011}}{High-bandwidth data acquisition and data-driven control}{}
-%  \research	{starting}		{}		{}		{Adoption of}{high-performance and cloud computing for online data processing}
+%  \research	{\since{2020}}		{}		{}		{Adoption of}{high-performance and cloud computing for online data processing}
+  \research	{\since{2026}}		{}		{KARA}		{Research on}{data reduction and data organization for distributed smart repositories}
+  \research	{\since{2020}}		{DQDK,SciTS,Bora}{KATRIN,KARA}	{Development of}{ethernet-based DAQ systems leveraging existing high-performance and cloud computing infrastructure~\cite{jalal2022scits,jalal2023afxdp,ntj2024bora,jalal2025tristan}}
   \research	{\ivl{2018}{2019}}	{UFO,PyHST}	{}		{Fine-tuning}{of tomographic reconstruction algorithms through micro-benchmarking and performance modeling~\cite{csa2020rtip}}
   \research	{\ivl{2016}{2017}}	{}		{CMS}		{Participated in a}{case study on applications of GPUs in the Level-1 track trigger for the next upgrade of the \refexp{CMS} experiment~\cite{mohr2017cms}}
   \technology	{\ivl{2016}{2017}}	{UFO}		{KARA}		{Designed a}{platform for synchrotron imaging beamlines with a possibility of online reconstruction and an image-based feedback loop~\cite{kopmann2017ufo,stevanovic2015concert}}
diff --git a/section_responsibilities.tex b/section_responsibilities.tex
index 417899f..e636334 100644
--- a/section_responsibilities.tex
+++ b/section_responsibilities.tex
@@ -10,14 +10,17 @@
 
 % \subsectiontitle{Current responsibilites}
  \eventsection{Current}{}
+  \responsibility{\since{2025}}		{Responsible for}{data reduction and data organization work-package for Morphosphere project at \reffac{KARA}}
+  \responsibility{\since{2024}}		{Responsible for}{coordinating commission to design and deploy of Kubernetes platform at \refexp{KATRIN}}
   \responsibility{\since{2018}}		{Responsible for}{data management cloud at \refexp{KATRIN}}
 %  \responsibility{\since{2018}}		{Responsible for}{virtualization services at \refuni{IPE}}
-  \responsibility{\since{2013}}		{Responsible for}{data management system for \refint{BESS}{KIT Battery Technology Center}}
   \responsibility{\since{2011}}		{Responsible for}{software stack of \refcol{UFO} data acquisition platform}% including UFO Camera and KAPTURE/KALYPSO detectors}
   \responsibility{\since{2007}}		{Responsible for}{slow control system at \refexp{KATRIN}}
 
 % \subsectiontitle{Prior responsibilites: Digitization, data organization, and distributed control systems}
  \eventsection{Past}{events}
+  \responsibility{\ivl{2023}{2025}}	{Responsible for}{coordinating development ethernet-based DAQ systems}
+  \responsibility{\ivl{2013}{2025}}	{Responsible for}{data management system for \refint{BESS}{KIT Battery Technology Center}}
   \responsibility{\ivl{2017}{2018}}	{Responsible for}{transfer of \refcol{UFO} Camera technology to \reffac{HZG}} % for operation at \reffac{IBL} and \reffac{HEMS} beamlines at \reffac{PETRA-3} synchrotron}
   \responsibility{\ivl{2010}{2017}}	{Responsible for}{parallel computing cluster for \refproj{UFO} project}
   \responsibility{\ivl{2013}{2016}}	{Responsible for}{technology transfer to \refexp{ASEC} and \refexp{SEVAN} experiments}
diff --git a/section_skills.tex b/section_skills.tex
index 064a5f1..c65f976 100644
--- a/section_skills.tex
+++ b/section_skills.tex
@@ -1,11 +1,13 @@
 \subtitle{Technical skills}{\faTasks}
 
 \begin{categories}
-	\category{Programming}{C/C++, IPC, TCP/IP, CUDA/OpenCL, SSE/AltiVec, OpenMP/NPTL}
-	\category{System Programming}{POSIX, Linux Internals, PCI Drivers, DMA, GPUDirect/DirectGMA}
-	\category{Networking}{Ethernet/Infiniband, Sockets/MPI/0MQ, RDMA (ROCe), LibVMA}
+	\category{Proj. Management}{Team Building, Proposals \& Reports, Technical \& Financial Planning}
+	\category{Research}{Mentoring \& Supervision, Presentation \& Publication, Math \& Statistics}
+	\category{Programming}{C/C++, POSIX/IPC, OpenMP/NPTL, NUMA, SIMD, CUDA/OpenCL}
+	\category{System Program.}{Linux \& Kernel Internals, PCIe Drivers, DMA/GPUDirect/DirectGMA}
+	\category{Networking}{Ethernet/Infiniband, EPICS, Sockets/MPI/0MQ, RDMA (ROCe), LibVMA}
 	\category{Software Analysis}{gdb, perf/operf, nvvp/nvprof, vtune, valgrind, systap, tcpdump}
-	\category{Scientific Computing}{MATLAB, Python/SciPy, ROOT, BLAS/LAPACK}
-	\category{Data Management}{Brokers, Databases (SQL/NOSQL), XML \& Co, Web Development}
-	\category{Orchestration}{Ansible, OpenShift, Docker, LibVirt/KVM, Infiniband, GlusterFS}
+%	\category{Scientific Computing}{MATLAB, Python/SciPy, ROOT, BLAS/LAPACK}
+	\category{Data Management}{Brokers, Databases (SQL/TSDB/Array/InMem), XML, Web Development}
+	\category{Orchestration}{Ansible, Kubernetes/OpenShift, OCI/Docker, LibVirt/KVM, Ceph/GlusterFS}
 \end{categories}
diff --git a/section_software.tex b/section_software.tex
index 7fad418..26a83da 100644
--- a/section_software.tex
+++ b/section_software.tex
@@ -5,8 +5,6 @@
  \eventsection{Maintain}{} %{Projects I currently maintain}{}
   \software {\since{2018}}	{KaaS}		{ands.suren.me}			{KATRIN} % batteries
 				{Developed a}{Katrin-as-a-Service data management platform for KATRIN}{}
-  \software {\since{2015}}	{Bora}		{bora.suren.me}			{KATRIN}
-				{Supervised and currently maintain a}{monitoring framework for ADEI ecosystem}{}
   \software {\since{2011}}	{Alps}		{alps.suren.me}			{Camera at HZG, Camera at SCI, Kapture/Kalypso at KARA}
 				{Developed a}{Linux driver platform for fast prototyping of PCIe-based electronics}{} %{with flexible register model with scripting support, modular scatter-gather DMA engines, and low-latency RDMA communication with GPUs}
   \software {\since{2008}}	{ADEI}		{adei.info}			{KATRIN, KARA, ASEC, BESS, KIT Tower, KIT Cube, TOSKA} % Edelweiss was never in production
@@ -17,6 +15,12 @@
 				{Developed a}{operations with multilingual strings in non-unicode encodings}{} %{collection of language and encoding detection libraries to simplify operations with collections of multilingual strings encoded in old non-Unicode formats (e.g. file names, metadata in music files, etc.)}{}
 
  \eventsection{Supervised and coordinated}{complexevents} %{Projects I have supervised and coordinated}{complexevents}
+  \software {\ivl{2023}{2025}}	{DQDK}		{github.com/kit-ipe/dqdk}	{KATRIN}
+				{Supervised development of a}{framework for Ethernet-based data acquisition}{}%{supervised}
+  \software {\ivl{2015}{2025}}	{Bora}		{bora.suren.me}			{KATRIN}
+				{Contributed to development of a}{monitoring framework for ADEI ecosystem}{}
+  \software {\ivl{2021}{2024}}	{SciTS}		{github.com/kit-ipe/timeds}	{KATRIN}
+				{Supervised development of a}{benchmark for time-series databases to improve organization of slow control data in KATRIN experiment}{}%{supervised}
   \software {\ivl{2015}{2018}}	{WAVe}		{wave.suren.me}			{}
 				{Supervised development of a}{JavaScript volume rendering library based on WebGL}{}%{supervised}
   \software {\ivl{2012}{2017}}	{UFO}		{ufo-kit.github.io}		{KARA}
diff --git a/section_supervision.tex b/section_supervision.tex
index 7eddb87..9abfb59 100644
--- a/section_supervision.tex
+++ b/section_supervision.tex
@@ -1,7 +1,7 @@
 \subtitle{Supervision and teaching}{\faTasks}
 \begin{events}
  \eventsection{Supervised PhD students}{} %{Proposed projects and supervise PhD students}{}
-  \supervision	{\since{2020}}		{Proposed and supervising}{2 PhD on adoption of cloud technologies for data acquisition and control systems}
+  \supervision	{\ivl{2020}{2025}}	{Supervised PhD}{thesis ``Virtualized Low Latency Data Acquisition"}
 
  \eventsection{Co-supervised PhD students}{events}
   \supervision	{\ivl{2014}{2018}}	{Co-supervised PhD}{thesis ``Big Data Management and Visualisation"}
@@ -10,6 +10,8 @@
   \supervision	{\ivl{2011}{2016}}	{Co-supervised PhD}{thesis ``An Extensible Parallel Computing Framework for Ultra-Fast X-Ray Imaging"}
 
  \eventsection{Supervised MSc and BSc students}{events}
+  \supervision	{\ivl{2021}{2021}}	{Supervise}{MSc theses ``Fast tomographic reconstruction using parallel and approximate computing"}
+  \supervision	{\ivl{2021}{2021}}	{Supervise}{3 MSc theses on database and cloud technologies for slow-control systems of large-scale experiments}
   \supervision	{\ivl{2014}{2018}}	{Supervised}{5 MSc theses on remote visualization of archives with tomographic data}
   \supervision	{\ivl{2013}{2017}}	{Supervised}{4 students working on fast DMA interconnects between FPGA and GPUs}
   \supervision	{\ivl{2011}{2016}}	{Supervised}{4 MSc and 2 BSc theses on advanced algorithms in tomographic reconstruction}
diff --git a/yaac-another-awesome-cv/yaac-another-awesome-cv.cls b/yaac-another-awesome-cv/yaac-another-awesome-cv.cls
index 6d47c5f..0da75fe 100644
--- a/yaac-another-awesome-cv/yaac-another-awesome-cv.cls
+++ b/yaac-another-awesome-cv/yaac-another-awesome-cv.cls
@@ -339,6 +339,10 @@
 % Usage: \smartphone{<mobile phone number>}
 \newcommand*\smartphone[1]{\socialtext{\mobileSymbol}{#1}}
 
+% Render author's telegram acoount (optional)
+% Usage: \telegram{@telegram_id}
+\newcommand*\telegram[1]{\socialtext{\faTelegram}{#1}}
+
 % Render author's tagline
 \newcommand\resumetitle[1]{
   \ifundef{\@alternative}{
@@ -391,12 +395,20 @@
 	\user{\@firstname}{\@lastname}\\
 	\resumetitle{\@tagline}
     }
-    \vskip-\topskip\vskip0.3em\rule{\linewidth}{0.1pt}
-    \smallskip
-    \begin{tabular}{>{\raggedright}m{\topleftcolumnlength} m{\toprightcolumnlength}}
-    \noalign{\vskip\topoffset}
-    \small{\@socialinfo} & \@headermsg
-    \end{tabular}
+
+%    \vskip-\topskip\vskip0.3em\rule{\linewidth}{0.1pt}
+%    \smallskip
+%    \begin{tabular}{>{\raggedright}m{\topleftcolumnlength} m{\toprightcolumnlength}}
+%    \noalign{\vskip\topoffset}
+%    \small{\@socialinfo} & \@headermsg
+%    \end{tabular}
+
+     \small{\@socialinfo}
+     \vskip-\topskip\vskip0.3em\rule{\linewidth}{0.1pt}
+    \end{minipage}
+
+    \begin{minipage}{\linewidth}
+     \@headermsg
     \end{minipage}
 
     \ifdef{\@photodiameter}{
@@ -734,6 +746,8 @@
 \newenvironment{categories}{\begin{tabular}{C  K}}{\end{tabular}}
 \newenvironment{jobs}{\begin{longtable}{C  K}}{\end{longtable}}
 \newenvironment{events}{\begin{longtable}{L | R}}{\end{longtable}}
+%\newenvironment{competences}{\begin{itemize}}{\end{itemize}}
+\newenvironment{competences}{\begin{tabular}{C  K}}{\end{tabular}}
 
 %\setlength{\arrayrulewidth}{1mm}
  %\makeatletter
@@ -789,6 +803,8 @@
 % Usage: \category{<name>}{<keywords>}
 \newcommand\category[2]{ \textbf{#1} & #2 \\}
 %\newcommand\category[2]{ #1 & #2 \\}
+%\newcommand\competence[2]{ \item{\textbf{#1}: #2} }
+\newcommand\competence[2]{ \textbf{#1} & #2 \\}
 
 % Usage: \event {<dates>}      [<Title>][at]{Details}
 \newcommand\event[2]{\enspace #1 & #2\\}