Prateek Munjal
Data Scientist
Abu Dhabi Emirate, United Arab Emirates
Summary
👤
Senior🎓
Top SchoolPrateek Munjal is a data scientist with 11 years of experience, currently driving machine learning initiatives at G42 Healthcare in Abu Dhabi where he focuses on systematic evaluation of LLMs and healthcare applications. He combines a strong research orientation—regularly mining arXiv for cutting-edge ideas—with practical expertise in unsupervised deep generative modeling and representation learning to tackle limited-data problems. An MTech graduate from IIT Ropar, Prateek has a track record of translating novel ML methods into applied solutions in healthcare while maintaining curiosity for foundational model evaluation (including base vs instruction-tuned comparisons). He is comfortable bridging research and production, and brings an analytical mindset honed across academia and industry.
11 years of coding experience
1 year of employment as a software developer
Bachelor of Technology (B.Tech.), Computer Science, 7.62/10, Bachelor of Technology (B.Tech.), Computer Science, 7.62/10 at UIETH, Panjab UniversityMaster of Technology - MTech, Computer Science, 8.86/10, Master of Technology - MTech, Computer Science, 8.86/10 at Indian Institute of Technology, RoparSecondary Education, 72%, Secondary Education, 72% at Shivalik Public SchoolHigher Secondary Education, Mathematics and Science, 82%, Higher Secondary Education, Mathematics and Science, 82% at AKSIPS
Hindi, English
Github Skills (24)
active-learning8
pytorch7
machine-learning7
python7
deep-learning6
ai6
langchain6
efficientnet5
llm5
resnet4
llama4
classification4
computer-vision3
object-detection3
rule2
Programming languages (2)
Github contributions (5)
PrateekMunjal/TorchAL
Mar 2022 - Jul 2022
Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.
Contributions:15 commits, 20 pushes, 2 branches in 3 months
active-learningcvpr2022deep-learningpytorch
PrateekMunjal/-Auto-Encoding-Variational-Bayes-aka-VAE
Jan 2019 - Apr 2019
Contributions:22 commits, 19 pushes, 1 branch in 3 months
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