Marian Andrecki
Machine Learning Scientist at Expedia Group
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolMarian Andrecki is a Machine Learning Scientist with a decade of experience spanning academic robotics research and commercial ML in travel and fintech. He holds a PhD in Robotics and Autonomous Systems and has applied deep learning, reinforcement learning, time-series forecasting and recommendation/ranking systems to production problems at Expedia and startups. At Expedia he helped build a reusable ranking framework powering multiple teams and led end-to-end filter ranking work including A/B testing and monitoring, while earlier roles combined geospatial property forecasting and experimentation-driven product insights. Marian bridges theory and practice: his PhD work on predictive, image-based RL informs practical model design and quick experimentation in industry. He also founded a forecasting web app, demonstrating full-stack chops from React front-ends to SQL/NoSQL backends and prediction-market mechanics. Based in London, he’s comfortable translating complex models to business KPIs and communicating limitations to non-technical stakeholders.
10 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - PhD, Robotics and Autonomous Systems, Doctor of Philosophy - PhD, Robotics and Autonomous Systems at The University of EdinburghHeriot-Watt University Edinburgh CampusIB Diploma, IB Diploma at IB School 1349, Poznan, Poland
Github Skills (16)
pygame7
python5
agent5
machine-learning4
artificial-intelligence4
q-learning4
deep-reinforcement-learning4
reinforcement-learning4
ai3
arxiv2
nlp2
pdf2
distributed-computing1
robotics1
gpu1
Programming languages (2)
Github contributions (5)
oceansystemslab/modem_tools
Jul 2015 - Oct 2015
Contributions:41 commits in 3 months
mandrecki/coronus
Mar 2020 - Oct 2022
Web app for displaying Covid19 predictions
Contributions:2 PRs, 12 pushes, 2 comments in 2 years 6 months
flaskpythonmachine-learningpredictions
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.