Mansi Mane
Staff Data Scientist
San Francisco Bay Area United States
Summary
🤩
Rockstar🎓
Top SchoolMansi Mane is a Staff Data Scientist in the San Francisco Bay Area with nine years of experience building large-scale ML and NLP systems for consumer and cloud platforms. She currently leads GenAI efforts at Walmart for semantic search, recipe generation, and food recommendation, and previously developed LLM integrations, model parallelism, and PyTorch/SageMaker tooling at AWS. Her background blends deep learning research from CMU with hands-on engineering in PySpark, TensorFlow, and production data pipelines, including siamese networks for item representation. Earlier work in digital design and computer vision gives her a rare cross-domain fluency across hardware-aware RTL design, medical imaging, and recommender systems. Colleagues rely on her to bridge research and production, shipping scalable ML features that directly improve user-facing relevance and personalization.
9 years of coding experience
5 years of employment as a software developer
Bachelor of Technology (B.Tech.) Electronics and Telecommunication Engineering, Bachelor of Technology (B.Tech.) Electronics and Telecommunication Engineering at COEP Technological UniversityMaster’s Degree Master of Science (MS) Electrical and Computer Engineering, Master’s Degree Master of Science (MS) Electrical and Computer Engineering at Carnegie Mellon University
Github Skills (58)
transformers10
pytorch10
docker10
language-model10
python10
mxnet10
acceleration10
machine-learning10
seq2seq10
flax10
numpy10
sagemaker10
deep-learning10
tensorflow10
aws10
Programming languages (3)
Github contributions (5)
mansimane/deep-learning-containers
Apr 2021 - Jul 2021
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
Contributions:1 review, 3 PRs, 106 pushes in 2 months
containerspytorchmxnetservingcaffe2
genai-ecommerce/genai-ecommerce.github.io
Jun 2024 - Nov 2024
Contributions:131 pushes, 1 branch in 4 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.