Frederik Heda
Data Science & AI Lead (Trading & Shipping)
London, England, United Kingdom
Summary
🤩
Rockstar🎓
Top SchoolFrederik Heda is a Data Science and AI leader with five years’ experience delivering GenAI and forecasting solutions for trading and shipping at bp, where he led cross-functional teams of 30+ and directly managed a 19‑person squad. He has driven multi-million-dollar impact by architecting secure, compliant RAG chatbots and end-to-end generative AI ecosystems on Azure and Kubernetes, patented a novel contract document chunking technique, and cut forecast error by 25% for North American fuel demand. Bilingual in German and Polish and a BP Scholar studying Mechanical & Electrical Engineering, he blends engineering rigor from robotics and automotive internships with production ML/AI delivery. Known for building internal GenAI evaluation metrics and reusable PIP packages adopted company-wide, Frederik combines hands-on model deployment with technical leadership across product, software and analytics.
5 years of coding experience
1 year of employment as a software developer
Master of Engineering - MEng, Mechanical and Electrical Engineering, Master of Engineering - MEng, Mechanical and Electrical Engineering at Robert Gordon UniversityMaster of Science - MS, Applied Data Science, Master of Science - MS, Applied Data Science at University of Buckingham
German, English, Polish, French
Github Skills (5)
machine-learning10
shapley10
deep-learning10
shap10
gradient-boosting10
Programming languages (4)
Github contributions (5)
Fredheda/Portfolio
Oct 2024 - Jan 2025
Contributions:30 PRs, 86 pushes, 2 branches in 2 months
FRHE-App/FRHE
May 2021 - Nov 2021
FRHE App | Organise your life with the FRHE App. A Laravel 8 application developed by @fredheda and @rheannemcintosh.
Contributions:2 reviews, 4 PRs, 3 pushes in 6 months
laravel-8phporganisevuelife
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