Projects

Selected Work

Things I’ve built, shipped, or researched. Each one taught me something I couldn’t have learned any other way.

2026Building

Plonk — PvP Vocabulary Battle

A 2-minute asynchronous PvP vocabulary game. Clash Royale meets Duolingo — every word you learn becomes a card you battle with.

React 19SupabaseCapacitorTypeScript

2026Pre-build

智练 Zep — Your AI Driving Manual

An immersive AI learning product. 30 minutes of guided storytelling lets a non-technical adult complete a real work task — and walk away with something shareable.

Brand DesignAINarrativeProduct

30 min

Quest length

2025 — 2026Complete

Quant Systems — Computational Finance in C++

A modular C++ options-pricing library covering the three canonical methods — Black-Scholes exact solutions, Monte Carlo, and finite-difference — built across six homework groups in Baruch's Pre-MFE Level 9 program.

C++Black-ScholesMonte CarloFDM

2024 — 2025Complete

Pseudorandom: AI Rendering Goes to Market

GTM strategy for Pseudorandom, a Berkeley-developed AI 3D rendering tool that converts architectural models to photorealistic visuals from natural-language prompts. $250M beachhead identified, $1.13M Y1 revenue modeled, active talks with 10+ top architecture firms (Gensler, SOM, BIG, Perkins&Will…). IEOR MEng capstone.

GTM StrategyCustomer DiscoveryFinancial Modeling

2025Complete

Multi-Modal Apple Stock Prediction

Fused LSTM time-series with FinBERT sentiment embeddings to predict AAPL direction and price — beat linear baseline by 15pp accuracy. IEOR 242B team capstone.

LSTMFinBERTPyTorch

2025Complete

215 Fashions Operations — A Database for the Show

End-to-end relational database design for an imagined Berkeley fashion gala — designers, models, technicians, audience, outfits, themes, shows. 24-relation schema, three analytical queries spanning prediction, regression, and optimization. IND ENG 215 team project.

MySQLEERSchema DesignSQL

2024Complete

BTC ETF Analysis

Three-month quantitative deep-dive on spot Bitcoin ETFs: decomposed premium/discount dynamics across 12 products and identified a persistent 3–7bp arbitrage window.

QuantPythonDuckDB

2023Published

Improvements in Adverse Drug Reaction Prediction

Published first-author paper improving ADR prediction via rigorous interpretability (SHAP, feature importance) across Random Forest, Gradient Boosting, and SVM.

PythonScikit-learnSHAP

2022 — 2023Complete

Zhihu College-Topics Scraper

Distributed scraper for 500+ college-related Zhihu topics — 1M+ comments and questions — with sentiment analysis and topic modeling. Built under Berkeley URAP.

PythonScrapyNLP

2022Complete

Gitlet — A Miniature Git

Built a working version-control system in Java from scratch — init / add / commit / log / checkout / branch / merge — modeled on git's internals. CS 61B Project 3.

JavaData StructuresVersion Control