Collaborating with Dr. Sheng Di and Prof. Guanpeng Li on transformer-based lossy compression for APS X-ray data; targeting high throughput while minimizing scientific distortion.
Jun 2025 – Present
Fault tolerance & error resilience for LLMs in safety-critical settings; designing lightweight monitoring and error-detection mechanisms to improve reliability.
Aug 2025 – Present
Built LLVM-based tools for instruction-level resilience analysis; evaluated compiler/runtime techniques for fault detection in HPC workloads.
Aug 2023 – Aug 2025
Mentored 30+ students on MySQL projects, query debugging, and relational schema design through weekly labs and office hours.
Aug 2023 – Dec 2023
Guided 100+ students via tutorials and office hours; clarified programming assignments and reinforced algorithmic problem-solving skills.
Sep 2022 – Jan 2023