Fedor Sizov
Machine Learning Engineer at natif.ai
Saarbrücken, Saarland, Germany
Summary
👤
Senior🎓
Top SchoolFedor Sizov is a Machine Learning Engineer and NLP student at Saarland University with a decade of hands-on experience building production-grade tools and research systems. He blends applied engineering—developing LLM applications for document layout understanding at DocuWare and automating data collection and backend improvements at startups—with academic research on translation artifacts as a first author at EMNLP. Comfortable across the stack, he has shipped parsers, introduced unit testing practices, and automated hardware lifecycle workflows during an internship at Yandex. His current work explores multilingual LLM capabilities, reasoning, and interpretability, grounded in computational linguistics and practical deployment challenges. A practical researcher-engineer, he often moves between prototyping research ideas and scaling them into reliable pipelines.
10 years of coding experience
1 year of employment as a software developer
Bachelor's degree, Linguistics, Bachelor's degree, Linguistics at Russian University of HumanitiesBachelor of Science - BS, Computational Linguistics, Bachelor of Science - BS, Computational Linguistics at Universität des Saarlandes
German, English, Latin, Greek, Russian
Github Skills (68)
mi10
overpass-api9
geography9
spatial9
transport9
networkx9
public-transport9
sem9
spatial-data9
osmnx8
xiaomi8
geopandas8
openstreetmap8
mapping-tools8
recovery8
Programming languages (9)
Github contributions (5)
prodotiscus/rsuh2021-prepositions
Feb 2021 - Jun 2021
Contributions:2 PRs, 206 pushes, 2 branches in 4 months
sfedia/naukan-ocr
Jun 2023 - May 2024
Сreating a tool for optical recognition of texts in Naukan
Contributions:6 PRs, 128 pushes, 3 branches in 10 months
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