Mathematical Contest in Modeling, Finalist

Designed the battery model by coupling component power consumption, Coulomb counting, and thermal balance, with complementary ECM-EKF and PINN solvers. The approach was evaluated on eight types of data and over 120,000 time steps; the ECM-EKF branch achieved 8.7% TTE MAPE.

Shanghai Innovation Institute, autumn camp project

Implemented protocol adaptation, streaming responses, context propagation, fallback handling, and logging on Holos and A2A v0.3.0. Integrated travel-planning and email-collaboration demos.

Challenge Cup — Jiebang Guashuai Special Competition, second prize

Co-designed a clarify–execute–verify workflow and built more than 150 interactions spanning six domains and 16 apps. In the China Unicom task evaluation, completion was 64.68% and effective guidance was 72.33%.

Xiaomi Cup national third prize

Contributed to system design, algorithm debugging, workflow optimization, and on-site testing, focusing on state transitions and action timing between delivery stages.

National University IoT Design Competition, national first prize and final six

Implemented module coordination, bus arbitration, hot-plug discovery, and bus merging. Project tests reported 98.5% communication success and approximately 40% higher communication efficiency than the original design.