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Nadia Kapoor

Open to work

ML Platform Lead — NLP & Recommendation Systems

📍 Bangalore, Karnataka, India

About

I train models and the teams that train models. 15 years from research to production: from my PhD at IISc to deploying transformer-based systems serving 100M users. Currently exploring multi-modal agent stacks.

Work Experience

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ML Platform Lead

MediSense · Bangalore

2022 – Present
  • Architected the ML platform serving 5 production models. Built feature store, model monitoring, and the automated retraining pipeline.
PythonMLflowPyTorchFeature StoresLLMOps
MK
Worked together
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Senior ML Engineer — Recommendations

Flipkart · Bangalore

2016 – 2022
  • Built the real-time recommendation engine for 200M+ users. Lifted CTR by 14% via two-tower neural models.
PythonPyTorchSparkKafkaFeature Engineering
A

Research Engineer

Adobe Research · Noida

2011 – 2016
  • Research on document understanding and semantic search. Filed 3 patents. Published at EMNLP and ACL.
PythonNLPDeep LearningResearch

Education

IISc Bangalore

PhD in Machine Learning / NLP

2005 – 2011· Distinction

IIT Madras

B.Tech in Computer Science

2001 – 2005· 9.1/10

Skills

PythonPyTorchTransformersMLflowSparkDatabricksFeature EngineeringNLPRecommendation SystemsLLMOps
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