A collection of research, engineering, and data science work
ResearchJan 2026 → now
GenomeOcean MoE
MoE architectures for genomic foundation models. Northwestern × LBNL JGI.
ResearchFeb – Mar 2026
Lyrics-based Genre Classification
NLP analysis of musical genre through lyrical content and linguistic patterns
ResearchJun – Aug 2025
NAVER Cloud
LLM fine-tuning for drug-target interaction reasoning with a partner pharma.
CSNov 2025 – Feb 2026
Sync
Shared calendar with two-way Google Calendar sync and group availability scheduling.
CSOct – Dec 2025
MediaMatch
Unified ML recommender for movies, TV, and books. Smart router over SVD, item-item CF, and embedding-based content models with online review updates.
CSSep – Oct 2025
mise
Your personal sous-chef, powered by AI. Personalized recipes, smart fridge tracking, and intelligent shopping lists.
CSApr – May 2026
Glyf
Text-to-SVG glyph generator. A LoRA-fine-tuned Qwen2.5-Coder-7B streams a glyph; the browser edits the path and packs a library as a TTF.
CSFeb 2026 → now
Muddbites Telemetry
Vending machine telemetry for Muddbites, a student-run vending team at Northwestern: inventory, analytics, receipt OCR, and price-elasticity modelling.
Data ScienceOct 2025
Divvy Bikes Equity Analysis
Twelve years of Divvy trip data joined to ACS demographics by census tract. Station placement equalized across the expansion; per-capita ridership diverged.
