Semyon Sorokin
Senior Manager, AI Engineering R&D at Aderant
Yerevan, Armenia
Summary
👤
Senior🎓
Top SchoolSemyon Sorokin is a Senior Manager in AI Engineering R&D with nine years of hands-on experience building and deploying NLP and LLM-powered document processing systems for enterprise products. He has led cross-functional teams to integrate OpenAI, Anthropic, and on-premise models into production pipelines featuring layout and table recognition, similarity search, entity extraction, watermark detection, and human-in-the-loop validation. Comfortable across strategy, architecture, and execution, he applies quantization techniques like QLoRA and vllm deployment to make large models practical for constrained environments. His background in computational linguistics and teaching neural NLP courses grounds his work in both research rigor and production pragmatism. Based in Yerevan, he combines a product-focused mindset with a track record of delivering explainable, ethically minded AI features for legal and document-heavy domains.
9 years of coding experience
7 years of employment as a software developer
Master Computational linguistics, Master Computational linguistics at Higher School of Economics
Github Skills (23)
cuda8
pytorch7
inference7
transformer6
gpt6
python6
amd6
llm6
mlops5
llama5
llmops4
tpu4
javascript3
css3
nodejs3
Programming languages (3)
Github contributions (5)
semensorokin/python_course_materials
Sep 2022 - Dec 2022
This is a page of the course "Programming with Python"!
Contributions:44 commits, 50 pushes, 2 branches in 3 months
python2pythonpython3programming-course
semensorokin/DL-for-NLP
Sep 2022 - Dec 2022
Contributions:23 commits, 41 pushes, 4 branches in 3 months
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