Industry roles in supply-chain optimization, advanced analytics, and machine learning for financial services.
Working across J.P. Morgan’s main business lines — AWM (Asset & Wealth Management), CCB (Consumer & Community Banking) and CIB (Corporate & Investment Bank) — on reinforcement learning and time-dependent decision problems.
Worked on a very large-scale supply-chain optimization problem. Added constraints to better model real-world operational scenarios, and benchmarked the resulting solutions against simpler parametrized policies and heuristics.
Two forecasting projects: demand forecasting for goods, and energy-load forecasting paired with predictive maintenance on the underlying assets.
(my name) dot (my last name) (at) (berkeley dot edu)
Best for collaboration, research questions, and CV requests.