01
Nov 2026 — Presentexperience_01.txt
Undergraduate Research Assistant
Case Western Reserve University · Cleveland, OH
Developed and tested hardware sensing components for an urban air quality IoT (AQIoT) platform, writing and refining firmware to improve the reliability of sensor readings used to monitor environmental conditions.
IoTFirmwareHardware SensingAir Quality
02
Aug 2026 — Presentexperience_02.txt
Teaching Assistant
Case Western Reserve University · Cleveland, OH
Led Java recitations and office hours for 100+ students; debugged code, graded assignments, and reinforced core concepts including object-oriented programming, recursion, data structures, and algorithmic problem solving.
JavaObject-Oriented ProgrammingData StructuresAlgorithms
03
Jan 2026 — Oct 2026experience_03.txt
Undergraduate Research Assistant
Case Western Reserve University · Cleveland, OH
Leading research that evaluates the safety of AI coding agents on real-world software development workflows. I engineered a scalable dataset pipeline from GitHub issues, benchmarked model behavior, and developed an AI safety evaluation framework connecting PR-level workflow data with coding-agent failure cases.
PythonAI SafetyStarCoder2LLaMA 3