Role

Silicon Power Architect

Software Engineer

Impacts

Standardized power analysis roadmap

Led an exploration project on power with ML

Skills

Python scripting

Data processing

Silicon power analysis and management

Machine Learning: Sklearn

GUI programming

Git

Descriptions

I worked closely with the silicon power team to simplify the process of analyzing the power of chip samples with Python, helping the silicon engineers derive power analysis reports in under 50% of the time it took. In addition, I also led a new project that tries to model the variations of leakage current in silicon, in which I discovered key patterns in the silicon data to project leakage current variations from the simulation. Throughout the internship, I arranged meetings with my managers proactively, organized meeting notes, and reported progress constantly to my managers.