Experience

Experience

Machine Learning Intern | McAuley Lab, UC San Diego
San Diego, CA | Mar. 2025 – Present

• Authored two music-intelligence benchmarks (WildScore - EMNLP 2025 accepted, MusiCRS - ICASSP 2026 accepted, involving 482 audio-query cases) for evaluating vision/audio reasoning in MLLMs
• Developed an evaluation framework for LLM-based topic modeling and an AI-Agentic Benchmark, applying GRPO for variational inference

Machine Learning Intern | San Diego Supercomputer Center
San Diego, CA | Jul. 2025 – Sep. 2025

• Developed and optimized automated EEG preprocessing pipelines for 22 NEMAR datasets, enhancing data quality and processing efficiency using MATLAB and PyTorch

Machine Learning Intern | Cosman Lab, UC San Diego
San Diego, CA | Oct. 2024 – Jul. 2025

• Developed a saliency-guided Vision Transformer codec in PyTorch, achieving 15-20% improvement in perceptual quality metrics
• Containerized workflows with Docker/Kubernetes, achieving 50.6% preference rate in human validation (research findings for CVPR 2026)

Deep Learning Intern | INRIA Morpheo
Grenoble, France | May 2023 – Jul. 2023

• Attained 85% accuracy in General Movement Assessment
• Revamped Python pipeline (NumPy, OpenCV, Open3D, PyTorch) for SMIL extraction, reducing processing time by 10%