Machine Learning Engineer & Racket Sports Enthusiast
Recent grad from University of California, San Diego with a Bachelor of Science in Data Science. I like building things that make sense of messy data — whether that's detecting faults on a production line or making medical imaging more interpretable. Outside of work I'm usually on a pickleball court or checking out new food places with my friends.
Edge-deployable 10-keyword spotter that compresses a DS-CNN to under 100 KB through INT8 quantization (PTQ and QAT), with sub-millisecond inference through ONNX Runtime.
2D UAV tracker that fuses radar and camera through an Extended Kalman Filter, with a Global Nearest-Neighbor tracker for crossing-target scenarios.
End-to-end aerial perception pipeline that detects and tracks people and vehicles in drone footage with YOLOv8 and ByteTrack, served behind FastAPI.
End-to-end fault detection pipeline on SECOM manufacturing data, from imbalanced-class modeling through MLflow-tracked experiments to a Streamlit demo.
Explainable deep learning system that combines CNNs and a medical LLM to detect pulmonary edema from chest X-rays and paired radiology reports.
Scenario-based operations analysis of ISR drone fleet deployment under cost, coverage, and persistence constraints.
AI agent that classifies real-time weather with a Random Forest model and recommends full outfits through a rule-based policy.
Interactive geospatial visualization of Bluebikes traffic flows across Boston and Cambridge over the course of a day.
Healthcare operations dashboard surfacing patient, provider, appointment, procedure, and billing activity in a hospital-style analytics view.
Digital Analytics & Content Operations Co-op
Built a privacy-first analytics pipeline that generates 0-100 Content Performance Score (CPS) for Skyworks web pages using cookie-lite engagement metrics (scroll depth, dwell time, bounce, exit rate).
Data Analyst Intern
Designed an NLP pipeline for large-scale text data, including data cleaning, feature extraction, and structured signal generation.
Data Science Intern
Assisted in building iOS-based social matchmaking app for Gen Z users.
Data Engineering Intern
Automated reports and supported data operations across departments.
Coding Instructor
Taught coding fundamentals and led a stop-motion animation workshop for students.
Master of Science, Applied Data Science
Bachelor of Science, Data Science