Senior AI/ML Engineer and Data Scientist with 9+ years of experience delivering production AI solutions across healthcare, finance, and technology. Expert in agentic AI systems, RAG frameworks, LLM evaluation, and scalable MLOps pipelines on AWS, GCP, and Azure, with measurable cost and revenue impact.
Leads cross-functional teams end-to-end across deep learning/NLP and predictive analytics, specializing in model monitoring, bias/hallucination controls, and secure/privacy-first deployment. Proven track record includes improving retrieval accuracy, reducing deployment cycles, and improving business outcomes through data-driven experimentation and ML observability.
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