Mrinal Haloi
Neural Network Architect at minds.ai
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolMrinal Haloi is a Neural Network Architect with a decade of experience building and deploying deep learning systems across computer vision, video analytics and NLP, currently leading neural architecture work at minds.ai from Bengaluru. An IIT Guwahati-trained mathematician and engineer, he has published at ECCV, ICIP and IV and led object-detection efforts for Singapore’s MHA while at Nanyang Technological University. He co-founded and served as CTO of Artificial Learning Systems to commercialize AI-driven medical screening, and maintains OpenAGI’s Tefla framework—an accessible TensorFlow-based toolkit used to accelerate model development in the community. Comfortable spanning research and production, he blends rigorous theoretical grounding with hands-on platform engineering for applied DL/RL/LLM problems. Notably, his open-source work aims to make state-of-the-art implementations freely available, reflecting a strong commitment to reproducible research and developer enablement.
10 years of coding experience
4 years of employment as a software developer
High School, General Knowledge & General Science, High School, General Knowledge & General Science at HIRSBachelor's degree, Electronics and Communication Engineering, Bachelor's degree, Electronics and Communication Engineering at Indian Institute of Technology, GuwahatiHigher Secondary Level, Science, Higher Secondary Level, Science at Cotton College, Guwahati, Assam, India
English, Assamese, Hindi
Stackoverflow
4,898reputation
407kreached
192answers
11questions
machine-learning
top-5%
tensorflow
top-1%
deep-learning
top-5%
python
top-5%
Github Skills (176)
opencv10
parallel10
python10
image-processing10
hyperparameter-optimization10
deep-learning10
automl10
faster-rcnn10
ray10
efficientnet10
optimization10
caffe10
matlab10
llm-inference10
lstm10
Programming languages (11)
Github contributions (5)
n3011/cxxnet_converter
Sep 2015 - Jun 2016
Contributions:14 commits, 13 pushes, 1 branch in 9 months
openAGI/models
Sep 2017 - Jul 2019
Tefla implementations of deep learning models
Contributions:38 commits, 2 PRs, 27 pushes in 1 year 10 months
pytorchimplementationsdeep-learningmachine-learningdeep-learning-models
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