Data Scientist - Amazon

Staff Machine Learning Engineer with 10+ years of experience building and scaling large ML systems at Amazon, Indeed, and top-tier unicorns. I specialize in mentoring candidates through the intricacies of End-to-End ML System Design (Recommendation Systems, Search, NLP), ML breadth, and ML depth. I help you transition from building standalone models to designing high-scale, production-ready systems.