At Roblox, I led development of real-time AI content moderation pipelines that use transformer-based models to detect policy violations in chat and voice at multi-billion event scale. I also launched Roblox Assistant, an LLM-powered natural-language coding assistant for generating Lua scripts and 3D assets.
I fine-tuned and deployed LLaMA and CodeGen models for in-editor code generation, reducing prototyping time by 40%. I also built low-latency audio classification services that cut moderation response time by 20%.
At Exabeam, I developed backend microservices and streaming data pipelines for the New-Scale SIEM platform. My work included improving threat detection and scaling log ingestion, while a Redis-based caching upgrade increased enterprise ingestion throughput by 30%.
At PlayStation, I developed high-concurrency services for the PlayStation Network and contributed to cloud migrations and PlayStation Plus features. I also worked on Redis caching and React.js dashboards for internal network monitoring.
