Avijit Dasgupta

Data Scientist

https://www.opentalent.in/avijit-dasgupta

PhD @ IIIT Hyderabad

Hyderabad, Telangana, India

Key Strengths

Extensive personal project experience in Computer Vision and Deep Learning, particularly with PyTorch.
Demonstrated interest in advanced topics like Contractive Autoencoders, Social LSTMs, and Unsupervised Domain Adaptation.
Familiarity with Python, Jupyter Notebook, and Shell scripting, which are core to Data Science roles.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong focus on academic and research-oriented computer vision and deep learning tasks. While this indicates a passion for the field, the lack of diverse project types (e.g., deployment, MLOps, business-oriented data analysis) and the absence of team-based projects might suggest a preference for individual research over collaborative product development. This could impact cultural fit in a fast-paced, product-driven environment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

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Projects

CleanAdapt

October 24, 2022 – January 17, 2025

Code for our Source-free Unsupervised Video Domain Adaptation Paper

View Project

forces

June 16, 2018 – December 2, 2020

PyTorch implementation of "What happens if..." Learning to Predict the Effect of Forces in Images, ECCV'16

View Project

awesome-computer-vision-in-sports

May 29, 2018 – January 21, 2025

A comprehensive list of papers on computer vision in sports

View Project

Intro-to-Deep-Learning

May 16, 2018 – May 18, 2018

This repo contains ipython notebooks to give preliminary introduction to freshers.

View Project

social-lstm-pytorch

December 1, 2017 – December 1, 2017

PyTorch implementation of the Social LSTM model

View Project

Contractive_Autoencoder_in_Pytorch

June 25, 2017 – April 6, 2018

Pytorch implementation of contractive autoencoder on MNIST dataset

View Project

cvitcvss17

June 24, 2017 – July 28, 2017

http://cvit.iiit.ac.in/cvsummerschool2017/

View Project

cvitmlss17

June 24, 2017 – July 15, 2017

http://cvit.iiit.ac.in/mlsummerschool2017/

View Project

gtsrb-smai

April 29, 2017 – May 4, 2017

The German Traffic Sign Benchmark is a multi-class, single-image classification challenge. Humans are capable of recognizing the large variety of existing road signs with close to 100% correctness.Then what about machines, Can we make them intelligent like humans ?

View Project

InvVisRep

April 17, 2017 – May 4, 2017

InvVisRep — GitHub repository

View Project

Key Strengths

Extensive personal project experience in Computer Vision and Deep Learning, particularly with PyTorch.
Demonstrated interest in advanced topics like Contractive Autoencoders, Social LSTMs, and Unsupervised Domain Adaptation.
Familiarity with Python, Jupyter Notebook, and Shell scripting, which are core to Data Science roles.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

Avijit Dasgupta

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit