Saumya Parag Phadkar
Machine Learning Engineer @Sanio AI (dba Numentica AI)
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WORK HISTORY
Machine Learning Engineer @Sanio AI (dba Numentica AI)
New York, NY, US
Sanio AI focusses on empowering enterprises to unlock siloed data and build differentiated AI faster through real-time labeling, intelligent data orchestration, and scalable data pipelines.• Built a Dynamic Attribute Extraction Pipeline for 3M+ SKUs, leveraging LLM-powered raw attribute extraction with OpenAI/Ollama and advanced prompt engineering.• Designed an embedding-driven normalization system using cosine similarity clustering, low-threshold recall, and LLM semantic validation to unify attribute variants.• Architected a schema-free EAV framework with coverage-scored attribute ranking, enabling adaptive catalog analytics and effortless schema evolution across diverse product domains.• Deployed as modular, production-grade microservices with FastAPI + Temporal DAG workflows, Dockerized orchestration, and CLI/API interfaces for scalable, low-latency category-wide processing.
EDUCATION
Savitribai Phule Pune University
Bachelor of Engineering - BE, Computer Engineering
New York University
Master of Science - MS, Computer Science
ABOUT SAUMYA PARAG PHADKAR
I specialize in machine learning, large-scale data engineering, and human-centered…
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