Soham Pathak
Staff Machine Learning Engineer at Sony Pictures Networks India
Bengaluru, Karnataka, India
Summary
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SeniorSoham 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.
9 years of coding experience
7 years of employment as a software developer
Bengali, English, Hindi, Assamese, Odia
Github Skills (9)
model-comparison7
logger7
rapid6
python5
calculation5
machine-learning3
indicator3
feature-engineering2
time-series2
Programming languages (2)
Github contributions (5)
SohamPathak/modellogger.github.io
May 2020 - Jun 2020
Model-Logger is a Python library for storing model's profile and rapid inter model comparison.
Contributions:41 commits, 36 pushes, 1 issue in 15 days
python-librarypythonmodel-comparisonloggercomparison
SohamPathak/Into-to-webscrapping-NLP-Regex
Apr 2019 - Sep 2019
Contributions:3 pushes, 1 branch in 4 months
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