Experiences

EECS 144/244: Introduction to Design Automation

UC Berkeley | Jan. 2026 - Present

EECS 149/249B: Introduction to Embedded Systems

UC Berkeley | Sep. 2025 - Dec. 2025

EE 581: Mathematical Foundations for System Design

USC | Jan. 2024 - Apr. 2024

Applied Scientist Intern

Amazon Web Services | Seattle, WA, USA | May 2025 - Aug. 2025

Developed an LLM-based iterative framework that generates and refines Infrastructure-as-Code using formal verification feedback to reduce hallucinations.
Focus: Automated Reasoning

Machine Learning Research Intern

Futurewei Technologies | Jun. 2024 - Sep. 2024

Proposed a framework for hardware and mapping strategies co-optimization using single-step reinforcement learning for DNN acceleration.

Machine Learning Intern

Micron Technology | May 2023 - Aug. 2023

Designed an image segmentation model to identify functional circuit blocks on layout images for comparative analysis, achieving 90% accuracy.