Selvaraj Sembulingam
Generative AI - ML Engineer
Bengaluru, Karnataka, India
Summary
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Rockstar🎓
Top SchoolSelvaraj Sembulingam is a Generative AI and ML Engineer with five years of experience building cloud-native, production-ready systems and MLOps pipelines, currently applying his expertise at Eli Lilly. With a background as an AWS-focused DevOps engineer and an MTech from IIT Madras in Biomedical Engineering, he bridges ML research and scalable infrastructure to deploy AI solutions in enterprise settings. He has practical hands-on experience across TensorFlow, Keras, and PyTorch and has contributed to the ivy project, adding framework frontends and statistical ops that ease portability between ML frameworks. Past roles span DevOps at BlueOptima and decision science and ML engineering in academia and industry, reflecting a mix of research sensibility and operational rigor. Based in Bengaluru, he combines lifelong learning with a pragmatic approach to integrating predictive analytics into cloud platforms.
5 years of coding experience
4 years of employment as a software developer
Indian Institute of Technology MadrasBachelor of Engineering - BE Biomedical Engineering , Bachelor of Engineering - BE Biomedical Engineering at College of Engineering, Guindy
English, Tamil
Github Skills (13)
ivy10
paddle10
pytorch10
machine-learning10
deep-learning10
tensorflow10
python10
transpiler9
converter9
transcode9
neural-network8
numpy8
jax7
Programming languages (5)
Github contributions (5)
ivy-llc/ivy
May 2023 - Aug 2023
Convert Machine Learning Code Between Frameworks
Role in this project:
ML Engineer
ML EngineerContributions:5 reviews, 18 PRs, 4 pushes in 2 months
Contributions summary:Selvaraj primarily contributed to the project by adding and modifying functionalities related to machine learning frameworks. Their work included implementing new methods for the `torch` frontend, specifically focusing on `expm1` and `nanmean` functionalities, which involved test cases and adjustments in corresponding test files. The user also introduced new features, such as `igamma`, within the experimental statistical functionalities of `ivy`, and implemented frontends for `paddle` framework.
pythontensorflowframework-learningtemplatedata-science
selvaraj-sembulingam/ivy
May 2023 - Aug 2023
The Unified Machine Learning Framework
Contributions:92 pushes, 23 branches in 2 months
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