• University: Stanford University
• College: NA
• Degree: Doctor of Philosophy (PhD)
• Major: Mathematics
• Minors: Data Science
• Campus Mode:On Campus
• Start Date: 01 April 2025

• University: Stanford University
• College: NA
• Degree: Master of Science (MS)
• Major: Mathematics
• Minors: Data Science
• Campus Mode:On Campus
• Start Date: 01 September 2023

Graduate Researcher

• Led an independent research program applying time-series and time-frequency (wavelet) methods to noisy, high-frequency biosignals
• Extracted predictive features from 47K+ 12-lead ECG records (UK Biobank) on Slurm HPC
• Built high-dimensional regression pipelines with group-lasso and elastic-net selection across correlated channels
• Identified 67 significant loci and 101 fine-mapped signals with rigorous controls for confounding and multiple testing
• Diagnosed and corrected a boundary-artifact bug causing signal inflation; first-author paper accepted at RECOMB 2026 with DOI doi.org/10.64898/2026.05.20.26353725

Research Assistant

• Built a label-efficient 3D pattern-recognition model achieving AUC 0.999 using less than 0.5% of pixels
• Outperformed 2D and 3D U-Net baselines
• Paper under review at TPAMI

Machine Learning Engineer Intern

• Built a database-backed operator-coverage pipeline with relational schema and stagewise statistics
• Automated compiler validation reducing manual checks by over 80%

Nlp / Llm Research Contributor

• Contributed Tree-of-Attacks-with-Pruning and GCG adversarial-attack implementations to Microsoft’s PyRIT open-source red-teaming framework
• Credited in the PyRIT paper (arXiv:2410.02828)
• Evaluated TAP on GPT-4 and Llama-3-8B, achieving up to 98% attack success

Teaching Assistant

• TA for courses ME 300A: Linear Algebra (~100 students) and ME 123: Computational Engineering

• LGBTQ: NA
• Ethnicity: NA
• Disability: NA
• Veteran: NA
• First-generation College Student: NA
• Pell Grant Eligibility: NA
• Work Authorization: yes
• Visa Sponsorship: yes