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RomanShnurov/README.md

Hi, I'm Roman Shnurov 👋

Software Engineer | AI Developer

I specialize in bridging the gap between Data Science and Production Engineering.
With 10 years of experience (from C++ High-Frequency Trading to Modern LLM Agents),
I build scalable, reliable AI solutions for real-world business problems.

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🛠 Tech Stack

🧠 AI & Machine Learning

Python OpenAI HuggingFace PyTorch LangChain OpenCV

⚙️ Backend & Infrastructure

FastAPI PostgreSQL Docker AWS Redis C++


💼 Key Highlights

Here is a glimpse of what I do:

  • AI Agents & RAG: Developed RESTful APIs for AI Co-pilots in HR domains, implementing automated candidate sourcing and semantic ranking systems (Python, LLM, FastAPI).
  • LLM in Production: Designed evaluation frameworks for NER tasks and deployed local LLMs for critical KYC systems, ensuring data privacy and high throughput.
  • Performance Optimization: Created tools for comparing CV models to select the best performance/quality ratio for production.
  • Strong Engineering Roots: Years of experience in C++ for High-Frequency Trading (HFT) plugins and algorithmic video analysis (rPPG).

📈 GitHub Stats

Metrics

Use the contacts above to get in touch regarding AI Developing opportunities.

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