Konstantin Shitkov
Senior Data Scientist
Moscow, Moscow City, Russia
Summary
👤
Senior🎓
Top SchoolKonstantin Shitkov is a Senior Data Scientist with six years' experience specializing in NLP, computer vision and recommender systems, currently building ML solutions at 2GIS after leading chatbot and automatic text-editing projects at SBER and recommendation work for VK Video. He combines deep research grounding from MEPhI with hands-on production skills—PyTorch, transformers, Docker, Spark, Airflow and MLflow—to ship tasks from NER and summarization to network traffic analysis and OCR. Konstantin has a track record of teaching and conference speaking, and has led applied research teams that moved models into real products. Notably, he bridges classic ML and modern Transformer pipelines, often tackling messy text normalization, segmentation and keyword extraction problems that are overlooked in many NLP stacks.
6 years of coding experience
5 years of employment as a software developer
Национальный Исследовательский Ядерный Университет "МИФИ"
Stackoverflow
11reputation
530reached
1answer
0questions
Github Skills (4)
numpy6
scikit-learn6
machine-learning6
python6
Programming languages (1)
Github contributions (5)
shitkov/courses
Aug 2021 - Feb 2023
personal development
Contributions:89 commits, 2 PRs, 96 pushes in 1 year 6 months
shitkov/shitkov
Dec 2021 - Feb 2025
Contributions:16 pushes, 1 branch in 3 years 2 months
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