Who is Dr. Roman Levchenko? Overview
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Dr. Roman Levchenko is listed as CTO at Tresio, based in Jülich, North Rhine-Westphalia, Germany. AeroLeads shows a work email signal at tresio.ch and a matched LinkedIn profile for Dr. Roman Levchenko.
Dr. Roman Levchenko previously worked as CTO, Co-Founder at Tresio and Scientific IT Manager at Forschungszentrum Jülich. Dr. Roman Levchenko holds Phd In Engineering, Computer Science from Taras Shevchenko National University Of Kyiv.
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About Dr. Roman Levchenko
Last 20 years I have been working in IT -> developer, manager, scientist and speaker.I really have ability to execute vision !Results:2020 – Publication in Nature Communications: "Network-induced multistability through lossy coupling and exotic solitary states"2019 – New approach for ML unsupervised learning: Genetic Coding (patented)2017 – Novel NLU Engine for FaQ automatization: Semantic Similarity Mapping2015 – Obfuscation with new approaches for managed code (C#, AS)2014 – Create software for realistic modeling of large neuronal networks for human brain research2013 – Creation game engine for MMORPG Eternal-Online.RU2013 – Book "Cluster computing methods", 416 pp.2011 – Create system for automatic dynamic parallelizing in heterogeneous systems (Ph.D.)2007 – Low-level Windows firewall for TCP/IP, use of NDIS and TDI levelsManagement and Leadership activities:Building – new offices, IT teams, management levelsDepartments – IT, NLP, ML, R&D, QA, HR, security, marketingContracts & Negotiations – NDA, ESOP, VSOP, PoC, RFP, etc.Design & Development of critical parts – HPC, NLP, ML, DB, Clouds, CPU/GPU optimizationTraveling for B2B and Science – New York, San Francisco, Las Vegas, Anaheim, Austin, Paris, Besançon, Сosenza, Trieste, Berlin, Jülich, Dresden, London, Zurich, Lausanne, etc.Research and Mentoring are not a hobby for me:2017 – Visiting Researcher, Laser chimeras and dissipative solitons, Institut FEMTO-ST, France2016 – Visiting Researcher, Chaos and chimeras, Technische Universität Berlin2011 – Visiting Researcher, Neural networks of the human brain, Universität Potsdam2014 .. 2016 – Assistant Professor, 9 IT Courses, 6 theses on HPC2007 .. 2014 – Participation in 4 projects: GRID and Neural Dynamics, Ministry of Science and Education of Ukraine2002 .. 2005 – IT Trainer, Small Science Academy. In 2005 4 out of 5 winners of regional olympiads were my studentsIT Background:Languages – C#, Python (family of languages), Java, C/C++, SQL, JavaScript, PHP, asm(x86,x64,IL,PCode), AS, VB.Net, etc.Clouds – AWS (deep experience, spots), GCP, Digital Option, Azure, IBMML/NLP – TensorFlow, Keras, PyTorch, Scikit-Learn, SciPy, CatBoost/XGB, NLTK, spaCy, Stanford NLP, AWS/Google, etc.HPC – Intel Parallel Studio XE, Spark, OpenCL, CUDA, OpenMP, PLINQ, Rx, MPI, TPL, Task, async, mpC, etc.DB – PostgreSQL, MySQL, Redis, ADO.Net, LINQ, Amazon Redshift, S3, etc. Lecture Courses – C#, C/C++, CUDA, OpenCL, Linux, HPC, Clouds, ML, language processors, optimization, virusesResearch – Matlab, Matchematica, Maple, Origin
Dr. Roman Levchenko's current company
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Dr. Roman Levchenko work experience
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Scientific It Manager
CurrentIn PGI-14 (Neuromorphic Compute Nodes, Peter Grünberg Institute 14) we build circuits and hardware systems taking inspiration from biological information processing systems. Our shorter term goal is to invent more energy-efficient and capable hardware for challenging computational problems. In the longer term, we seek to shed light on the underlying.
Scientific Solution Architect
As Scientific Solution Architect in the BigBrain Project (INM-1, Structural and Functional Organisation of the Brain, Institute of Neurosciences and Medicine 1), I was involved in the automation of large data processing.
Co-Founder
Current
Cto, Co-Founder
- Main activity:
- Product vision: goals, architecture, integration, IP protection
- High-level management: negotiations, marketing, recruitment, HR management
- Executing PoC and Rfps.
- Building of core team: ML, DevOps, WebDev, marketing
- Team building and mentoring
Cto
- Growth of IT and NLP teams
- Mentoring and growth of IT Staff (from juniors to seniors)
- High precision prediction: loss functions & learning strategy tuning
- NLP diagnostics & probability prediction: deep learning & big data
- Software algorithms optimization with genetic approaches (automatic writing and optimization of non-intuitive system modules)
- NLP: ML classification, language correction, labeling, subordination, information extraction, etc.
Project Architect, Team Lead
- Project architecture design and critical parts development: cloud system automatisation (deployment, security, monitoring, scaling, continuous versioning)
- Project architecture design and critical parts development: work process automatisation and management integration (continuous integration with GIT, JIRA, MS Project, AWS)
- Project architecture design and critical parts development: integration with mailservices for Verne-AI (more than 20 subprojects)
- Project architecture design and research: semantic similarity mapping (SSM) for Verne-AI (more than 50 subprojects)Experience: Python, C/C++, Java, Linguistics, NLP, Big Data, Machine Learning, Gmail API, CentOS, JIRA.
Visiting Researcher
- Research in the field of laser chimeras and dissipative solitonsExperience: C#, Matlab
Visiting Researcher
- Collaborative Research Center 910
- Research in the field of chaos and chimerasExperience: C#, C/C++, parallelization
Assistant Professor Of Computer Science
My IT Courses:· Computer viruses and protection (Linux, Windows, Networks)· Distributed programming (Spark, Hadoop, Google MapReduce)· Constructing language processors (COCO/R, Lex, Flex, Yacc, Bison)· Design of distributed systems (Linux, Security, SSH, NFS, MPI, GRID, Clouds)· Parallel and distributed computing (SSE, AVX, Linux, Low-level core.
Cto, Project Architect
- Building of IT and WebDev teams
- Design engines for: client, server, and project builder
- New fast isometric rendering for Flash: supports 50 or more players on the screen
- New asymmetric compressor for images: compression level corresponds PAQ8, decompression speed corresponds LZMA.
- ActionScript Obfuscator with new approaches: full destroy the classes structure
- Intellectual profiler for ActionScript projects: automatic integration of the performance monitor, new approach of code analysis and optimization
Lead Software Development Engineer, Project Architect
- Design engines for: client, server, and project builder
- C# compiler to P-code
- Game script compiler to IL and P-code
- Implementation of alternative RTMFP server for.NetExperience: C/C++, C#, Java, Flash/Flex, ActionScript, JavaScript, Assembler IL/ P-code, TCP/UDP, PHP, ASP, SQL, HTML
Research Associate
- Project «Chimera»: software for research in small neuronal networks
- Project «Neuron». simulation of large neural networks for computer clusters
- Simulation of oscillators networks in GRID
- Visualization of oscillators networks dynamic
- Chaos in oscillators networksExperience: C/C++, C#, Matlab, ActionScript, Flex, Alchemy
Senior Software Engineer Research Development
- Project «Chimera»: software for research in neuronal networks
- Project «Neuron». simulation of large neural networks for computer clusters, use algorithms: RETARD, RADAU5, DOPRI5, CVODE
- Simulation of oscillators networks in GRID
- Chaos in oscillators networksExperience: C/C++, Matlab, ActionScript, Flash/Flex, Alchemy, MPI, PBS, parallelization
Visiting Researcher
- Research in the field of chaos and chimerasExperience: C/C++, Matlab, MPI
Software Development Engineer, Higher Education Teaching Professional
- Project «Chimera»: software for research in neuronal networks
- Project «Neuron». Simulation of large neural networks for computer clusters, use algorithms: RETARD, RADAU5, DOPRI5, CVODE
- Simulation of oscillators networks in GRID
- Chaos TheoryExperience: С/C++, MPI, PVM, Flash, Alchemy, Parallelization, PBS, Mosix, Grid
Software Development Engineer
- Project "UltraCompare": merge algorithms, software testing
- Project "UltraSentry": low-level operation with hard disk, low-level programming,, creation of boot disk, software testingExperience: C++, MFC, GUI, Windows kernel
It Trainer
- Judge of regional olympiads in computer science for school childrenMy IT Courses:
- Programming language C#
- Programming language C/C++
- Training team Olympiad in Informatics: in 2005 4 out of 5 winners of regional olympiads were my studentsExperience: C/C++, C#, optimization and algorithms
Dr. Roman Levchenko education
Phd In Engineering, Computer Science
Master'S Degree, Computer Engineering
High School Diploma, Mathematics And Computer Science
Frequently asked questions about Dr. Roman Levchenko
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What company does Dr. Roman Levchenko work for?
Dr. Roman Levchenko works for Tresio.
What is Dr. Roman Levchenko's role at Tresio?
Dr. Roman Levchenko is listed as CTO at Tresio.
What is Dr. Roman Levchenko's email address?
AeroLeads has found 1 work email signal at @tresio.ch for Dr. Roman Levchenko at Tresio.
Where is Dr. Roman Levchenko based?
Dr. Roman Levchenko is based in Jülich, North Rhine-Westphalia, Germany while working with Tresio.
What companies has Dr. Roman Levchenko worked for?
Dr. Roman Levchenko has worked for Tresio, Forschungszentrum Jülich, Dynamic Ai56, Verneai, and Institut Femto-St.
How can I contact Dr. Roman Levchenko?
You can use AeroLeads to view verified contact signals for Dr. Roman Levchenko at Tresio, including work email, phone, and LinkedIn data when available.
What schools did Dr. Roman Levchenko attend?
Dr. Roman Levchenko holds Phd In Engineering, Computer Science from Taras Shevchenko National University Of Kyiv.
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