Debmalya Sur
Senior Engineer Computer Vision & On-Device AI User Experience Optimization
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolDebmalya Sur is a Senior Engineer at Samsung Research specializing in computer vision and on-device AI, with six years of experience turning research into production-ready, low-latency models for consumer devices. An IIT (ISM) Dhanbad M.Tech graduate with top academic scores, he focuses on model compression, quantization, and lightweight architectures to optimize responsiveness and resource usage on edge hardware. He has driven One UI enhancements through vision-driven features, led data-driven UX insights from large user-behavior datasets, and built novel solutions like a Huffman-based texture compression achieving 93% savings during an on-device performance internship. Comfortable across Python, PyTorch, TensorFlow, C++ and system profiling, he bridges R&D, UX, and product teams to deliver scalable, maintainable ML systems. Known for blending elegant algorithmic thinking with pragmatic engineering, he’s passionate about continuous learning and mentoring while shipping impactful AI features at scale.
7 years of coding experience
Master of Technology - MTech, Computer Science, 9.26/10, Master of Technology - MTech, Computer Science, 9.26/10 at Indian Institute of Technology (Indian School of Mines), DhanbadBachelor of Technology - BTech, Computer Science, 9.87/10, Bachelor of Technology - BTech, Computer Science, 9.87/10 at Government College Of Engineering and Ceramic Technology
Hindi, English, Bengali
Stackoverflow
1reputation
0reached
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Github Skills (23)
algorithm10
algorithms10
python10
sorting-algorithms10
predict9
data-structures8
coding8
dog8
herokuapp8
data-structure7
prediction7
flask6
web-application6
streamlit5
machine-learning4
Programming languages (3)
Github contributions (5)
surdebmalya/Cat-Or-Dog-Recognizer-Web-App-DL-streamlit
Jul 2020 - Feb 2022
It is a web application where one user can test their images to predict whether the image is a dog or a cat! The model has the power to predict image of Cats and Dogs only, so you are requested to give image of a Cat Or a Dog, unless useless prediction can be done!!!
Contributions:28 commits, 2 PRs, 26 pushes in 1 year 7 months
predictiondeep-learningflaskweb-applicationmachine-learning
surdebmalya/surdebmalya.github.io
Dec 2022 - Jul 2026
Contributions:77 pushes in 3 years 6 months
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