Nikita Ovchinnikov is a Lead NLP/AI engineer with 11+ years of experience building production-grade ML systems, currently driving AI-powered document processing and intelligent form filling at pdf.net. He has deep expertise in NLP, TTS, and LLM-driven RAG systems—having led TTS R&D at Peech and open-sourced a well-documented TTS framework with live demos. Nikita combines hands-on model development (LoRA, DPO, vLLM optimizations, KV-cache) with product-minded engineering, shipping features like infinite-conversation Chat-PDF and document summarization. His background spans full-stack architecture, search bots integrating XLNet/BERT, and large-scale front-end platforms, reflecting a rare cross-disciplinary fluency. A seasoned instructor and mentor, he creates practical courses on neural networks, React, and SQL, helping bridge research and applied engineering. Based in Warsaw, he’s a Gil Strang fan who blends computational rigor with pragmatic MLOps to accelerate real-world AI applications.
11 years of coding experience
11 years of employment as a software developer
Bachelor's degree Computer Science, Bachelor's degree Computer Science at Volgograd State University
Contributions:92 PRs, 106 pushes, 18 branches in 4 months
deep-learningmachine-learningneural-network
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