Amartya Mitra
Member of Technical Staff @Morgan Stanley
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WORK HISTORY
Member of Technical Staff @Morgan Stanley
Palo Alto, CA, US
Architecting and scaling production-grade machine learning systems and generative AI infrastructure. My work focuses on bridging foundational ML paradigms with highly concurrent, low-latency production environments.Core Engineering Focus:* GenAI & Code Intelligence: Architecting RAG-based, context-aware translation agents and hybrid semantic routers (AST + LLMs) to autonomously modernize legacy codebases.* Scalable Data Systems: Designing embedding-based DAG traversal engines and semantic alignment models to resolve complex, multi-hop data lineage across distributed enterprise repositories.* MLOps & Infrastructure: Engineering automated, AST-validated deployment pipelines and institutionalizing scalable compute infrastructure for robust model serving
EDUCATION
University of Calcutta
Master of Science - MS, Physics
St. Xavier's College (Autonomous), Kolkata
Bachelor of Science - BS, Physics
University of California, Riverside
Doctor of Philosophy - PhD, Condensed Matter and Materials Physics
ABOUT AMARTYA MITRA
I am a Senior Machine Learning Engineer specializing in distributed training, foundation model orchestration, and high-performance inference. Currently serving as Vice President of AI & Data at Morgan Stanley, I architect large-scale ML solutions and scalable data infrastructure. I hold a Ph.D. in Physics from UC Riverside, during which I focused on generative modeling and optimization. I thrive in environments where extreme scale, ultra-low latency, and deep technical complexity are the baseline constraints.
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