Mukul Ranjan
Research Scholar at University of Illinois Urbana-Champaign
Abu Dhabi, Abu Dhabi Emirate, United Arab Emirates
Summary
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Senior🎓
Top SchoolMukul Ranjan is a machine learning researcher and practitioner with 8 years of experience building production-ready computer vision and recommendation systems, currently based in Abu Dhabi and serving as a Research Scholar at UIUC while also researching at MBZUAI. His work spans healthcare imaging (improving infarct segmentation and automated diagnostic workflows), large-model safety and reasoning (provably undetectable audio watermarking, RL for diffusion reasoning), and industrial personalization at Meesho where his deep-learning ranking and representation efforts drove measurable NMV and retention gains. He has a strong academic foundation from IIT Guwahati and MBZUAI and a track record of releasing high-quality benchmarks (Mobile-MMLU, KITAB-Bench) that bridge research and real-world evaluation. Notably, he combines rigorous published research with hands-on deployment experience across hospitals and large-scale e-commerce systems, making him adept at translating novel ML ideas into impact.
8 years of coding experience
3 years of employment as a software developer
Matriculation, Basic sciences, social studies and literature, 97%, Matriculation, Basic sciences, social studies and literature, 97% at Simultala Awasiya Vidyalaya, Simultala, JamuiMaster's degree, Machine Learning, 3.95/4.00, Master's degree, Machine Learning, 3.95/4.00 at MBZUAI (Mohamed bin Zayed University of Artificial Intelligence)Bachelor of Technology - BTech, Electronics and Communications Engineering, Bachelor of Technology - BTech, Electronics and Communications Engineering at Indian Institute of Technology, GuwahatiIntermediate, Basic sciences with maths, 98.5%, Intermediate, Basic sciences with maths, 98.5% at Sri Chaitanya Junior College Hyderabad
English, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (32)
aspect9
transliteration9
computer-vision9
python8
deep-learning8
self-attention8
machine-learning8
artificial-intelligence8
translation7
to-do7
nlp6
sentiment-analysis6
sentiment6
topic-modeling6
latex6
Programming languages (3)
Github contributions (5)
mukul54/Simple-Python-Projects
Jan 2019 - Oct 2024
simple python scripts to do cool things
Contributions:1 PR, 6 pushes in 5 years 9 months
to-dopythonpython-scripts
IITGuwahati-AI/Learning-Content
Mar 2018 - Jul 2019
Contributions:168 commits, 70 PRs, 127 pushes in 1 year 3 months
pythondeep-learningiitcomputer-visionmachine-learning
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