Kritik Soman
Canada
Summary
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Rockstar🎓
Top SchoolKritik Soman is an AI/ML Computational Science Specialist based in Canada with eight years of experience focused on NLP and computer vision, blending research publications with practical product work. He is the principal contributor to GIMP-ML enhancements, streamlining installation and model integration to bring deep learning capabilities directly into the GNU Image Manipulation Program. Kritik has built contract-focused NLP systems—custom entity extraction, QA fine-tuning, and sentence-similarity models—and applied CV techniques like Cascade R-CNN and YOLOv3+ to detect structure in contract images. His background includes hands-on roles in content quality assessment, generative-email production, and document review across legal, medical, and branding domains, demonstrating both domain rigor and production sensibility. Recognized with multiple internal awards and an IIT Kanpur education background, he combines open-source impact with applied ML engineering to move research ideas into usable tools.
8 years of coding experience
Indian Institute of Technology Kanpur
Stackoverflow
31reputation
1kreached
0answers
2questions
Github Skills (12)
computer-vision10
machine-learning10
deep-learning10
python10
image-manipulation10
gimp10
tensorflow9
ubuntu8
macos7
scikit-image6
image-processing6
gcc6
Programming languages (2)
Github contributions (5)
kritiksoman/GIMP-ML
Mar 2020 - Sep 2021
AI for GNU Image Manipulation Program
Role in this project:
ML Engineer
ML EngineerContributions:2 releases, 230 commits, 6 PRs in 1 year 5 months
Contributions summary:Kritik primarily contributed to the project by modifying existing scripts and configurations related to image manipulation and machine learning within the GIMP environment. Their work involved removing dependencies, updating installation scripts, and modifying existing code. These changes suggest a focus on integrating or refining the project's machine-learning capabilities for image processing tasks.
siftgnucomputervisionmanipulationcoloring-image
kritiksoman/WSN-Localization
Oct 2018 - Jan 2019
Contributions:43 commits, 39 pushes, 1 branch in 2 months
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