zeyun Lu

Master's

Data Science

Arcas Technology Co.

Machine Learning Software Development Intern

Built a machine learning framework to upgrade company’s design-similarity-checking tool. • Feature Extraction from Verilog designs by their number and type of gates using Python. • Implemented Python and Linux Commands to format .tcl files for standard output from tool. • Implemented supervised learning by Pytorch and Sklearn for tool’s engine selection. • Resulted in a way for tool to pick the fastest engine instead of random selection.