CurveSeries (Oil Pricing)
Managing OTC commodity swaps and forward curve data. Specializing in market data clarity and driving product adoption for traders.
Kpler
Automated supply-demand signals using Python + Prefect for LNG/Oil markets.
Avantgarde Asset Mgmt
FIX automation for UST futures & GPU acceleration for real-time order books.
UBS Coding Challenge
Solved algorithmic problems in a 2-day hackathon using Flask.
BofA Merrill Lynch
Implemented Scala ZIO Kafka WebSocket flows & AntLR4 syntax checkers.
ERI@N (NTU)
Predicted energy prices using LSTM & XGBoost (89% accuracy). Integrated MongoDB for time-series data.
SUTD ExploreCS
Built Java/JS web apps with Sankey diagrams to visualize sustainable energy flows.
Sino-Korean Border
HS Attached to NENU
NTU & NUS MFE