Machine Learning Intern at A*STAR SIMTECH
Designed a SaaS forecasting architecture, improving model accuracy by 30% and reducing retraining time by 40%.
Python
Robust Adversarial Muting Attacks on Whisper
An embedded adversarial audio attack that broke 95% of transcription tasks.
Software Engineering Intern at G LNK (YC W24)
Built document extraction and hybrid search pipelines that reduced intake time by 60% and retrieval time by 70%.
Machine Learning Intern at Fermi National Lab
Extended recurrent convolutional networks for surface code quantum error correction and quantized models for FPGAs.
Department of Energy Research Intern at Argonne National Lab
Automated an agentic RAG pipeline that generated and verified 200+ training questions with over 95% efficacy.
UChicago Open Data Project Member
Mapped internet speeds across Hyde Park with Ookla data and GeoPandas.
California Internet Speeds by County
Intro The goal of this project was to collect internet speeds in counties throughout California and explore the reasoning behind the differing county speeds. (Github Link) Findings Pictured below are the top 20 counties by average download speed (Mbps). Contrary to what many may think, only a few counties, like San Mateo, Contra Costa, and Alameda, ranked in the top 20 for both average internet speed and median household income (Census Bureau), but more than half of the counties with top 20 internet speeds did not intersect that top 20 income list....