Selected Projects
A few things I've built — from data pipelines to quant research to ML prototypes.
Maritime Alpha Flow
End-to-end data pipeline tying maritime trade signals to financial instrument valuations. Automated batch collection feeds a PostgreSQL database on an AWS VM, with a dashboard for exploring the link between shipping data and market behavior.
ETL
AWS
Streamlit
PostgreSQL
Prefect
CBOE VIX Research & Trading Strategy
Analysis showing the VIX reflects current volatility and risk premium more than 30-day forward forecasts. The spread between observed and predicted volatility helped surface high-range days, motivating a long-straddle strategy I detail in the paper.
Options
Volatility
Quant Strategy
Risk Management
StrAIn
Web app that uses pose estimation and gradient-boosted trees to estimate joint forces from workout videos — giving visual and textual feedback on potential injury risk and load management.
Python
Computer Vision
XGBoost
Crypto Daily Move Predictor
A compact autotrader that uses ML to predict single-day cryptocurrency price moves and rebalances a portfolio accordingly.
Autoencoders
Crypto
Portfolio Optimization
Publications
Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications Globally
Additional Contributor
- •Created annotation guides for central bank documents covering stance (hawkish/dovish/neutral), temporal classification, and uncertainty estimation.
- •Annotated 1000 sentences across multiple central banks.
- •Resolved annotation disagreements with other annotators.
My Resume
View it inline or grab a PDF copy.
Certificates & Specializations
Coursework and credentials I've completed.
Technical & Language Skills
Tools, technologies, and languages I work with day-to-day.
Python
SQL
R
Tableau
SAS
SAP
Excel
Mandarin (beginner)
French (beginner)
Personal Interests
Outside of work, you'll find me exploring these.
Digital Art
DJ-ing
F1
Food
Get In Touch
Interested in connecting or collaborating? I'd love to hear from you.