Soumya Mohanty
Machine Learning Software Engineer at Subtle Medical
Boston, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolSoumya Mohanty is a Senior Software Engineer specializing in MLOps with eight years of experience building production-grade ML systems, currently designing large-scale distributed pipelines at Heartflow. He combines deep learning research in computer vision, NLP, and reinforcement learning with hands-on software engineering and a background in network security to deliver reliable, high-performance ML workflows. At Subtle Medical and Dyad Medical he focused on clinical imaging pipelines and intelligent agents that accelerate diagnosis, demonstrating a track record of moving models from research into regulated production environments. Soumya is passionate about agentic AI and has engineered scalable training and inference platforms on Anyscale, emphasizing automation and observability. A Northeastern University MS in Computer Science underpins his work, and he often bridges research and product by turning complex image-analysis algorithms into robust, deployable services. Based in San Francisco, he brings a pragmatic mix of research curiosity and operational rigor to large distributed ML challenges.
8 years of coding experience
5 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at Northeastern UniversityBachelor of Technology - BTech, Computer Science, Bachelor of Technology - BTech, Computer Science at Silicon Institute of Technology (SIT), Bhubaneswar
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (43)
nvidia-docker10
python10
image-processing10
machine-learning10
nvidia10
deep-learning10
computer-vision10
data-science9
inference9
opencv9
tensorrt9
tensorflow9
gpu9
neural-network9
anaconda9
Programming languages (5)
Github contributions (5)
rounakskm/Machine-Learning
Dec 2017 - Feb 2020
Machine Learning models of various types
Contributions:6 commits, 1 PR, 7 pushes in 2 years 1 month
pythondata-sciencedeep-learningmachine-learningmachine-learning-models
rounakskm/Network-Security
Dec 2017 - Feb 2020
This is a Python implementation of various kinds of encryption techinques
Contributions:2 PRs, 8 pushes, 3 branches in 2 years 1 month
cryptographypythonpython-implementationcryptanalysispython3
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