Jakub Gil
Chief AI Officer (CAIO) at Cookie3
Warsaw, Masovian Voivodeship, Poland
Summary
🤩
Rockstar🎓
Top SchoolJakub Gil is a Chief AI Officer and hands-on AI engineer with 5+ years building production-grade autonomous agents, RAG systems, and computer vision pipelines across startups and decentralized networks. He has led AI teams from strategy to deployment—designing multi-agent orchestration, FAISS/Elasticsearch-backed retrieval, and scalable model serving with FastAPI, Docker, Kubernetes and GitOps. Jakub combines applied ML (YOLO/Detectron2, Transformers, LightGBM/CatBoost) with systems thinking, having moved prototypes into production and improved e-commerce cross-sell performance through multimodal models. He also co-founded an AI marketing automation startup that applied autonomous agents for campaign planning and real-time engagement, showing product-first engineering instincts. Comfortable translating complex ML concepts for non-technical stakeholders, he has a quantitative academic background (SGH, AGH) and deep practical experience in building data pipelines, visual search, and topic/sentiment modules for community platforms. Notably, he bridges research and ops by authoring rapid Streamlit proofs-of-concept and deploying robust APIs for decentralized AI ecosystems.
5 years of coding experience
5 years of employment as a software developer
Engineer's degree Mechanical Engineering, Engineer's degree Mechanical Engineering at AGH University of KrakowMaster's degree Quantitative Methods in Economics and Information Systems, Master's degree Quantitative Methods in Economics and Information Systems at SGH Warsaw School of Economics
English, German, Japanese, Polish
Github Skills (95)
github10
browser10
uri10
cli10
scaffold10
uri-template10
github-issues10
react10
javascript9
golang9
logic9
compiler9
command-line-interface9
hybrid9
command-line-tool9
Programming languages (12)
Github contributions (5)
Janzawada57/Glob3total
Jan 2022 - Jul 2023
Contributions:1 release, 6 PRs, 11 pushes in 1 year 6 months
Janzawada57/Slow
Oct 2020 - Oct 2023
Contributions:2 PRs, 2 pushes, 2 branches in 3 years
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.