Ithaca, New York, United States
GitDistributed (Fall '25)
• Led team of 8 to build a distributed Git service in C++, supporting the 5 most common Git commands
• Replicated the remote Git repository using the Primary-Backup model, tolerating 50% of server failures
• Implemented TCP/IP networking via sockets and multithreading, allowing concurrent connections to 3+ other servers
• Developed serialization schemes over 6 message types, using multithreaded timers for realtime server health monitoring
Quantization on Edge (Spring '25)
• Led 6 teammates to quantize CNN model in Python and benchmark results when deployed to Jetson Nano device
• Implemented dynamic and static post-training quantization, reducing model size 4x while retaining 98% accuracy
• Developed model compilation pass with ONNX to insert custom fused operators, speeding up inference by ~50%
• Designed pipeline to extract, quantize, and load model parameters, allowing for streamlined project development