Mamta Kumari
Staff Machine Learning Engineer at NVIDIA
California, United States
Summary
👤
Senior🎓
Top SchoolMamta Kumari is a Staff Machine Learning Engineer based in California with 8 years of experience building production-grade ML systems at NVIDIA, spanning NLP, real-time simulators, and enterprise applications. She specializes in GenAI and retrieval-augmented workflows—designing copilots with LangChain and LangGraph, fine-tuning embeddings and rerankers, and optimizing retrieval for low-latency, high-precision results. Equally comfortable in software engineering and data engineering, she brings end-to-end ownership from feature engineering and model training to deployment and observability. Her toolkit includes Python, TensorFlow/PyTorch, transformers, RAGs, and back-end development, and she has a track record of translating research ideas into scalable products. A subtle differentiator is her blend of academic research experience and long-term industry impact at NVIDIA, which informs pragmatic solutions for real-time intelligent systems.
8 years of coding experience
10 years of employment as a software developer
Bachelor of Technology (B.Tech.) Electrical Electronics and Communications Engineering, Bachelor of Technology (B.Tech.) Electrical Electronics and Communications Engineering at Rajasthan Technical University, KotaMasters of Science Computer Science, Masters of Science Computer Science at Norfolk State University
Github Skills (28)
recommender6
recommender-system5
deep-learning5
merlin5
machine-learning5
recommendation-system5
nvidia4
pytorch4
preprocessing4
feature-engineering4
tensorflow4
gpu4
python3
dask3
inference3
Programming languages (2)
Github contributions (5)
mamtaed8811/Deep-Learning-Malware-Classifier
Nov 2017 - Jul 2021
Contributions:3 commits, 2 pushes, 1 branch in 3 years 9 months
mamtaed8811/Technical-Interview
Jul 2021 - Jul 2021
Contributions:2 branches in 1 day
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