Researcher || Ex-Student at RKMRC & RKMVCC ll Computer Science ll Deep Learning || Computer Vision || Multimodal Understanding
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Kolkata, West Bengal, India
Computer Vision
June 13, 2026 – Present
GRTS
April 29, 2026 – Present
A Gated Residual Teacher–Student Framework for Feature Refinement in Image Classification
View ProjectSIFAR-Hiera
March 31, 2026 – Present
Master’s thesis on action recognition using Super-Image representations, built upon a pretrained Hierarchical Vision Transformer (Hiera) backbone for efficient spatiotemporal modeling.
View ProjectSimple-UNet-Segmentation
September 25, 2025 – September 25, 2025
Simple-UNet-Segmentation — GitHub repository
View ProjectUNetPP-Image-Segmentation
September 24, 2025 – September 24, 2025
UNet++ Model For Image Segmentation Implementation using PyTorch By Sudipta Sarkar
View ProjectUNet-Image-Segmentation
September 24, 2025 – September 24, 2025
UNet Model For Image Segmentation Implementation using PyTorch By Sudipta Sarkar
View ProjectMachine-Intelligence
August 30, 2024 – September 2, 2024
Machine intelligence is advanced computing that enables a technology (a machine, device, or algorithm) to interact with its environment intelligently,
View ProjectCultural Fit Analysis
The candidate's projects are highly focused on Computer Vision, indicating a strong alignment with the target role. The diversity of projects within this niche (segmentation, action recognition, pretraining) suggests a broad interest and willingness to explore different aspects of the field. However, the lack of non-technical projects or team-based work descriptions limits the assessment of broader cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric or English test scores are available.