Staff Machine Learning Engineer at Sony Pictures Networks India
Bengaluru, Karnataka, India
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Summary
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Senior
Soham Pathak is a Staff Machine Learning Engineer based in Bengaluru with nine years of experience building production-grade ML systems across media and telecom products. He has led end-to-end recommender and search initiatives for SonyLIV and built real-time incident-correlation and RAG-based LLM APIs at Jio, combining LangChain, Kubernetes, FastAPI and PG-Vector for scalable deployments. His background spans payment prediction, anomaly detection and data-versioning pipelines that cut integration time by half and sped up bank-rule processing tenfold, reflecting a strong bias for measurable impact. Comfortable across research, feature engineering and MLOps, he brings pragmatic solutions that bridge experimentation to reliable production. An early AI community builder and organizer, he pairs hands-on engineering with cross-team leadership to transform ML into product value.
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Soham Pathak - Staff Machine Learning Engineer at Sony Pictures Networks India