Kirill Gelvan
LLM Post-Training Engineer 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.
9 years of coding experience
2 years of employment as a software developer
Master of Science Mathematics in Data Science; Post-ChatGPT era, Master of Science Mathematics in Data Science; Post-ChatGPT era at Technical University of MunichBachelor's degree 𝐅𝐚𝐜𝐮𝐥𝐭𝐲 𝐨𝐟 𝐂𝐒, Bachelor's degree 𝐅𝐚𝐜𝐮𝐥𝐭𝐲 𝐨𝐟 𝐂𝐒 at Higher School of Economics
Stackoverflow
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0reached
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Github Skills (63)
transformers10
pytorch10
python10
machine-learning10
multimodal10
llm10
audio10
deep-learning10
natural-language-processing10
transformer10
speech-recognition10
nlp10
reinforcement-learning9
machine-learning-models9
depth-estimation9
Programming languages (7)
Github contributions (5)
Kirili4ik/HRL-taxi
Jul 2018 - Nov 2019
Solution for Taxi env using HRL (Hierarchical reinforcement learning) (2018)
Contributions:25 commits, 2 PRs, 24 pushes in 1 year 4 months
reinforcement-learninghierarchical-reinforcement-learningmaxqrlpython3
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
pythoncode2vecembeddingspython3
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