June 2025 - Sept 2025
Enhanced MCP infrastructure in Rust and Python SDK. Engineered high-throughput pipeline for 288k Hacker News posts and 1.3M comments. Designed hybrid retrieval pipeline on AWS Lambda. Implemented high-performance codebase indexing system in Rust.
June 2024 - Sept 2024
Engineered an automated forecasting platform with statsmodels and Scikit-learn, reducing front-end development costs by 20%. Developed a modular Python pipeline for diverse workloads and advanced model evaluation workflows.
Jan 2024 - April 2025
Instructed and mentored 300+ students in data structures, algorithms, and Java/Python programming. Optimized and maintained automated grading systems.