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Sohang Debnath

Sohang Debnath

Aspiring AI developer and researcher

Bhubaneswar, Odisha, India
Joined March 2026
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Summary

Active AI/ML practitioner and student-researcher: Sohang publishes and shares machine-learning notebooks on Kaggle and writes technical articles on Medium, demonstrating hands-on experimentation with models and datasets across projects. kaggle+1
Focus on computer vision tasks: multiple Kaggle notebooks and a conference paper show emphasis on image captioning, segmentation, and medical imaging (pneumonia detection), indicating practical work in computer vision and image-based deep learning. kaggle+3
Undergraduate at KIIT (B.Tech CSE '27) with notable academic standing: public profiles present him as a B.Tech CSE 2027 student with a high CGPA and participation in campus placement/ internship drives. scribd
Technical communicator and content creator: maintains a Medium publication, Kaggle notebooks for reproducible code, and a YouTube channel for music, showing a mix of technical writing, open-source sharing, and creative output. medium+2

Education

Projects

Writing

Detecting Pneumonia with Deep Learning: How a Modified ResNet Could Transform Medical Imaging

September 1, 2025

Medium article describing a project that adapts a ResNet-18 architecture (custom FC layers, dropout, batch normalization) to classify chest X-rays as 'Normal' or 'Pneumonia', reporting dataset details, preprocessing steps, model modifications, and comparative results.

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Efficient Building Segmentation from Aerial Images using MAMBA State Space Modeling

January 1, 2025

Conference paper listed in the ICCI 2025 program (authors: Mainak Bandyopadhyay, Sohang Debnath, Prasenjit Maiti) on building segmentation from aerial images using a MAMBA state-space modeling approach.

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Hobbies

Maintains a YouTube channel for music content. youtube