Amazon - Software Engineering
New York, NY
Generative Recommendations (GenRecs)
- Built Bedrock evaluation pipeline for 10K users/week, cutting irrelevance 15%+ via heuristic evaluation prompts
- Developed AWS Firehose/S3 logging framework, halving escalation resolution time by raising observability 95%+
- Designed response-audit tooling and AWS CDK automation for 90+ dataset dashboards, cutting ops tickets 20%
- Migrated jobs from legacy tooling to AWS EMR, Step Functions, and CDK, cutting runtime from >48h to <5h
Shopping Guides (SG)
- Engineered embedding-based backend strategy with batched retrieval, driving $900K sales and 3.91M clicks
- Created multi-widget strategy for homepage Shopping Guides, driving $1.20M attributed sales and 5.85M clicks
- Standardized click-attribution for influencer landing pages, attributing $6.46M sales and 12.31M clicks
- Expanded the product catalog from 304 to 453 guides, contributing to a 39.7% immediate traffic increase
- Partnered with Customer Insights to build an SQS trigger for next-gen LLM-driven Shopping Guides generation