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Serge R. AI, Cloud and Performance Optimization

My name is Serge R. and I have over 16 years of experience in the tech industry. I specialize in the following technologies: Python, Linux, C++, Performance Optimization, SQL, etc.. I hold a degree in Bachelors, Masters. Some of the notable projects I've worked on include: OpenAI Experience, LLVM/Clang contributions, ProbQA interactive recommendation engine for games, Automatic Inference of Software Architecture from Source Code. I am based in Poznan, Poland. I've successfully completed 4 projects while developing at Softaims.

I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms.

Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth.

I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

Main technologies

  • AI, Cloud and Performance Optimization

    16 years

  • Python

    6 Years

  • Linux

    1 Year

  • C++

    14 Years

Additional skills

  • Python
  • Linux
  • C++
  • Performance Optimization
  • SQL
  • Database
  • CUDA
  • Multithreaded Programming
  • Artificial Intelligence
  • Large Language Model
  • Transformer Model
  • XGBoost
  • GPT-3
  • PyTorch
  • ChatGPT
  • LLM

Direct hire

Potentially possible

Previous Company

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Experience Highlights

OpenAI Experience

I've implemented this project from scratch in Python, C++, Bash, Docker, and HTML. It uses OpenAI GPT4 or GPT3.5-turbo (easily swappable via a config file), but the code of the program is made in such

LLVM/Clang contributions

I was responsible for porting the XRay low-overhead profiler from x86 and x86_64 to ARM32 and AArch64.

ProbQA interactive recommendation engine for games

See https://github.com/srogatch/ProbQA

Automatic Inference of Software Architecture from Source Code

In my graduation project (Master Thesis) I devised a method and implemented a tool for automatic inference of software architecture from source code of large software systems in Java. I.e. the tool re

Education

  • Belarus State University

    Bachelors in Algorithms & Data Structures

    2003-09-10-2007-05-10

  • Universiteit van Amsterdam

    Masters in Artificial Intelligence

    2008-09-10-2010-07-10

Languages

  • Belarusian (Native or Bilingual)
  • English (Fluent)
  • Polish (Conversational)
  • Russian (Native or Bilingual)