Pooja聽Krishnan
Research Scientist at MICROSOFT INDIA (R&D) PRIVATE LIMITED
Bengaluru, Karnataka, India
Summary
馃懁
Senior馃帗
Top SchoolPooja Krishnan is a research scientist with 8 years of experience building and productionizing machine learning systems across speech, vision, and NLP, currently at Microsoft R&D in Bengaluru. She has a strong track record designing neural networks and maintaining end-to-end ASR and language model pipelines, including quantization and export for deployment using TorchScript, ONNX, and TensorFlow Lite. Previously she contributed to surgical-gesture recognition, real-time semantic segmentation from ultrasound, and inverse reinforcement learning projects at leading research labs, reflecting a blend of academic rigor and applied engineering. Comfortable across Python, PyTorch, TensorFlow, CUDA, Azure ML and MLOps tooling, she often serves as codebase owner and customer-facing point of contact. Notably, she has deep practical experience converting research models into production artifacts and implementing CI/CD for ML delivery. Her background鈥攁n Informatics master鈥檚 from TUM and industrial experience at Nuance and Bosch鈥攗nderscores a solutions-driven approach to unexpected problems.
8 years of coding experience
8 years of employment as a software developer
Computer Science, Computer Science at Kendriya Vidyalaya, HebbalMaster's degree, Informatics, Master's degree, Informatics at Technical University of MunichBachelor's degree, Information Science and Engineering, Bachelor's degree, Information Science and Engineering at M S Ramaiah Institute of Technology
German, English, Malayalam, Tamil
Github Skills (64)
electron9
typescript9
vscode9
compression9
sequence8
ctc8
editor8
visual-studio8
inference8
mixture-of-experts8
facebook8
vscode-extension8
pytorch8
visual-studio-code8
microsoft8
Programming languages (6)
Github contributions (5)
krishnanpooja/BACH-PixelWiseLabeling
Feb 2018 - Feb 2018
Contributions:15 commits, 2 PRs, 14 pushes in 3 days
slidedeep-learningcomputer-visionlabelingwise
krishnanpooja/Notes.md
Jul 2020 - Jul 2024
Contributions:246 pushes, 1 branch in 4 years
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