Stanislas Sokolov
Lead AI Engineer at Theodo Data & AI
Paris, Ile-de-France
Summary
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Senior🎓
Top SchoolStanislas Sokolov is a Lead AI Engineer based in Paris with nine years of software experience and four years focused on delivering production ML systems, from RAG-driven chatbots to ETL and MLOps pipelines. He combines hands-on engineering—building scalable ML infrastructure on GCP/Azure, automating lifecycles with ClearML/CI-CD and authoring reusable Python packages—with a strategic bent for defining high-value AI use cases and improving development workflows. At Regnology and Seraphin.legal he shipped domain-aware retrieval systems, hybrid retrieval/keyword models, and document-heavy datalakes that boosted legal dataset scale tenfold. Comfortable leading cross-functional teams and coaching talent, he’s now shifting toward roles that blend technical leadership with product strategy and innovation management. A practical collaborator who prototypes multi-agent and knowledge-graph approaches, he thrives in mid-sized, fast-paced companies aiming to scale AI into core product differentiation.
9 years of coding experience
5 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at EPITA: Ecole d'Ingénieurs en Informatique
English, French, RussianProgramming languages (1)
Github contributions (5)
Lagon03/MyConfig
Jan 2018 - May 2019
Contributions:15 pushes, 2 branches in 1 year 4 months
Lagon03/EpiCode
Jan 2018 - May 2018
Contributions:2 pushes, 1 branch in 4 months
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