Osmond Lin

University of Wisconsin–Madison · GPA: 3.97/4.0

Relevant Coursework: Machine Organization (CS 354), Digital System Fundamentals (ECE 352), Microprocessor Systems (ECE 353), Matrix Methods in ML (CS 532), Proof-based Linear Algebra (MATH 341), Theory of Probability (MATH 431).

Activities: ICPC North Central NA Regional Contestant — 27th Place (2025)

Taipei Municipal Zhong-Lun High School · GPA: 3.87/4.0

Honors: Graduated with Mayor's Award (1st in Class)

University of South Alabama — Mobile, AL · Mentor: Dr. Armin Straub

• Analyzed computational efficiency across diverse primality testing algorithms, quantifying and comparing pseudoprime distributions using Python.
• Discovered that restricting detected primes to 2 and 3 rough numbers significantly decreases pseudoprime frequency; won MSEF 2nd Place in System Software and advanced to ASEF.

WP Davidson High School — Mobile, AL

• Programmed robot control routines in RobotC, implementing dual-joystick arcade drive and autonomous line-following algorithms.
• Simulated robot kinetics using Simscape (Demo) and authored the open-source RobotC Programming Guide for incoming team members.

Taiwan Ministry of Digital Affairs & ITRI

• Led an engineering team to develop a sustainable transit AI assistant by training a Retrieval-Augmented Generation (RAG) pipeline on Taipei's municipal transportation datasets.
• Received the Academic Excellence Award, ranking in the top 20 of 4,000 participants.