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Currently interning at Cloudflare on the Workers AI team, where I'm optimizing the inference layer for LLMs on Cloudflare's global network. Previously, I interned as a SWE at Nuro, optimizing the infrastructure that powers their L4 autonomous AI Driver deployments, and as an FDE at Baseten, productionizing models for mission-critical workloads. I've cut my teeth fine-tuning, breaking, optimizing, and deploying LLMs, with my only blocker being CUDA: OOMs. I'm also a 4th-year CS student at the University of Waterloo, where I tend to average more lines of code by hand than keyboard.
Data Platform [Compute & Storage] 💽 » Optimized load balancing + enhanced observability for autonomy workloads
Data and Privacy Protection Lab 🔏 » Researched data- and compute-efficient fine-tuning techniques + enhanced RAG systems
NLP Team 🤖 » Created autoregressive real-time ML systems + red-teamed LLMs