Projects

A collection of research, engineering, and data science work

Featured Research

NAVER Cloud

LLM fine-tuning for drug-target interaction reasoning at NAVER Cloud Digital Healthcare Lab.

Gemma-3 · LoRA · DTI

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All Projects

Research

GenomeOcean MoE

MoE architectures for genomic foundation models. Northwestern × LBNL JGI.

NeMo · Megatron-Core · Genomics

Research

Lyrics-based Genre Classification

NLP analysis of musical genre through lyrical content and linguistic patterns

NLP · Classification · Python

Research

NAVER Cloud

LLM fine-tuning for drug-target interaction reasoning with a partner pharma.

Gemma-3 · LoRA · DTI

CS

Sync

Shared calendar with two-way Google Calendar sync and group availability scheduling.

Next.js · Firebase · Google Calendar

CS

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.

FastAPI · Qdrant · SVD · Embeddings

CS

mise

Your personal sous-chef, powered by AI. Personalized recipes, smart fridge tracking, and intelligent shopping lists.

React · Node.js · LLM · MongoDB

CS

Muddbites Telemetry

Vending machine telemetry for Muddbites, a student-run vending team at Northwestern: inventory, analytics, receipt OCR, and price-elasticity modelling.

Next.js · Firebase · Document AI · Recharts

Data Science

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.

GeoPandas · ACS · Spatial join · Equity