Sohang Debnath
Aspiring AI developer and researcher
sd-xi
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, 2025Medium 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.
Efficient Building Segmentation from Aerial Images using MAMBA State Space Modeling
January 1, 2025Conference 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.