Career
Architected the company's paved path for ML inference and GenAI on Kubernetes. Pioneered a CRD with automated CICD, topology-based deployment, and distributed GPU model partitioning - enabling the launch of the largest model in Pinterest history.
Scaled real-time feature framework and model serving at Instagram ML Platform. Built cost attribution via distributed tracing and data lineage mapping.
Architected and scaled a custom 3D render pipeline (3X throughput). Built an order management system with automated refunding, saving customer success 20 hours/week.
Built the core job processing pipeline serving Amazon HITs. Optimized prioritization based on SLA, effort, and pricing. Created a regex-like model for processing documents with optional, repeating, and missing pages.
Algorithms, Graphics, Databases, Computational Photography, Artificial Intelligence, and Machine Learning.
Implemented cohort analysis by chaining Hadoop MapReduce jobs. Built a JSON precompiler for auto-generating configuration components for custom MR jobs.
Designed and tested an Arduino-based prototype for remotely monitoring water usage in Third World countries.
