Ivan Sorokin
Senior LLM Technologist at NVIDIA
Finland
Summary
👤
Senior🎓
Top SchoolIvan Sorokin is a Senior LLM Technologist based in Finland with nine years of experience spanning reinforcement learning, speech recognition, and NLP. Currently at NVIDIA, he specializes in probing neural network behavior and aligning large language models through fine-tuning and prompt engineering to reduce incoherence and bias. His background includes applied NLP for insurance claims at Sprout.ai and acoustic model research at STC Group, underpinned by a Candidate of Technical Sciences in Secure Information Technology. Early work in malware detection and enterprise software gives him a practical, security-minded approach to model deployment. Colleagues know him for combining research-grade analysis of model internals with production-focused engineering to make LLMs safer and more useful.
9 years of coding experience
11 years of employment as a software developer
Candidate of Technical Sciences Secure Information Technology, Candidate of Technical Sciences Secure Information Technology at ITMO UniversitySpecialist Applied Mathematics and Informatics, Specialist Applied Mathematics and Informatics at Koryazhemsky branch of the Pomor State University named after M.V.Lomonosov
Github Skills (68)
transformers10
language-model10
python10
flax10
deep-learning10
transducer10
warp10
transformer10
nlp10
jax10
cntk10
seq2seq10
java10
tensorflow10
natural-language-processing10
Programming languages (4)
Github contributions (5)
1ytic/open_stt_e2e
Aug 2019 - Dec 2020
Contributions:12 commits, 11 pushes, 1 branch in 1 year 4 months
1ytic/edit-distance-papers
Sep 2019 - Aug 2020
Contributions:11 commits, 9 pushes, 1 branch in 11 months
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