Kirill Gelvan
AI Agents Researcher at JetBrains
Munich, Bavaria, Germany
Summary
🤩
Rockstar🎓
Top SchoolKirill Gelvan is an AI agents researcher and NLP engineer with eight years of experience and a focused three-plus years in production NLP and RAG systems. Based in Munich, he built scalable retrieval-augmented pipelines and error-classification automation that reduced unethical responses by 35% and extended chatbot memory threefold while increasing ARPU. At JetBrains he developed an IDE Debugging-Agent and explored agent distillation and implicit context condensation to tackle software-engineering benchmarks. He combines hands-on model distillation, quantization and vector DB scaling with teaching experience—creating and delivering multiple university and Coursera courses—bringing both practical product impact and clear technical communication to cross-functional teams. Notably, he emphasizes team cohesion and confident leadership alongside technical depth, making him effective at turning research ideas into reliable engineering features.
8 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Mathematics in Data Science, Master of Science - MS, Mathematics in Data Science at Technical University of MunichBachelor's degree, 𝐅𝐚𝐜𝐮𝐥𝐭𝐲 𝐨𝐟 𝐂𝐒, Applied Mathematics and Informatics, Bachelor's degree, 𝐅𝐚𝐜𝐮𝐥𝐭𝐲 𝐨𝐟 𝐂𝐒, Applied Mathematics and Informatics at Higher School of Economics
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (56)
transformers10
pytorch10
language-model10
python10
machine-learning10
keras10
deep-learning10
tensorflow10
bert10
natural-language-processing10
transformer10
speech-recognition10
nlp10
jax10
reinforcement-learning9
Programming languages (6)
Github contributions (5)
Kirili4ik/code2vec
Apr 2020 - Aug 2021
code2vec for Python 3 made for NL2ML project
Contributions:22 commits, 10 pushes, 1 branch in 1 year 4 months
pythonembeddingscode2vecpython-3python3
Kirili4ik/kws-attention-pytorch
Nov 2020 - Jul 2021
Contributions:25 commits, 14 pushes in 8 months
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