Senior AI / Machine Learning Engineer with 10 years of experience building and shipping production ML and GenAI systems at scale in consumer and marketplace products. Deep hands-on expertise in LLMs, Retrieval-Augmented Generation (RAG), agentic and multi-agent AI systems, and personalization, search, and ranking. Proven track record delivering end-to-end ML pipelines - from data ingestion and feature generation to model training, online serving, evaluation, and monitoring - supporting hundreds of millions of users. Strong background in Dockerized, reproducible ML workflows, cloud-based GPU inference, and data platforms including Spark and Airflow. Known for translating complex business problems into reliable, high-impact AI solutions through close collaboration with product, platform, and engineering teams.
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