Subhrajit Dey

Experience

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  Jadavpur University, CMATER LAB

  May 2020 - Dec 2021

  Undergraduate Student Researcher

  Worked on fuzzy integral-based ensemble methods for bio-medical based image classification.

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  École de technologie supérieure (ÉTS)

  Jun 2021 - Sept 2021

  MItacs Summer Research Intern

  Project Title: Depth estimation from 360 stereoscopic images.Used a spatial pyramid pooling (PSMNet) based stereo matching model for 360 depth estimation using 360 stereoscopic image pairs. Utilized the Navier-Stokes algorithm for cleaning the depth maps of the 3D60 dataset. Created a program in Unity to generate 360 depth maps for a corresponding pair of stereoscopic images.

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  Advanced Geometric Computing Lab, IIT Madras

  Sept 2021 - Dec 2021

  Undergraduate Student Researcher

  Worked on the first learning‑based strategy to clean the rough query sketches of 3D CAD models. Provided a new enhanced query sketch image dataset which has been developed using Procreate and Sketch Lab. Also proposed a new query sketch cleanup model SketchCleanNet.

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  Indian Institute of Technology, Bombay

  Nov 2021 - Apr 2022

  Undergraduate Student Researcher

  Worked on supervised road detection from satellite images using Swin transformers and also on Zero‑Shot multimodal explainable AI using the CLIP model.

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  Big Vision

  Jun 2022 - Jun 2024

  Computer Vision Engineer
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  Fashay

  Oct 2024 - now

  Founder