Sanket Kamthe
Machine Learning Researcher & Quantitative Professional
Structurer at Shell Trading & Supply
London, United Kingdom
Bridging machine learning research and quantitative practice with expertise in reinforcement learning, Gaussian processes, and production ML systems. PhD from Imperial College London. Former Machine Learning Lead at J.P. Morgan Chase.
Professional Highlights
Current Focus
Leading ML applications for natural gas & LNG structured assets valuation at Shell
Recent Achievement
J.P. Morgan Chase Prolific Inventor (5+ patents, 2023)
Research
5 publications in ML conferences & journals (AISTATS, TMLR, ICRA, ICASSP)
Expertise
Quantitative modeling, end-to-end ML deployment in production, Gaussian processes, Deep Hedging
Explore
About
Learn more about my background and interests
Experience
Professional timeline from Shell to J.P. Morgan to PROWLER.io
Publications
Research papers on RL, Gaussian processes, and ML
Skills
Quant/ML, production engineering, and tech stack
Education
PhD from Imperial College London and more
Contact
Get in touch for collaborations or opportunities