Swarnodip Nag

Data Scientist

https://talent.gravityer.com/swarnodip-nag

I am an AIML engineer. I love to ship end-to-end solutions. 🚀✨ Feel free to fork me. 👀 👻

India, West Bengal, India

Key Strengths

Demonstrated interest in Data Science and Machine Learning through multiple personal projects (e.g., BreastCancerDetection, speckle2void, PMEMS, GradCAM-PyTorch, Diffusion-Model-Explanation-using-Sprites).
Experience with Python and Jupyter Notebook, which are core tools in Data Science.
Exposure to various AI/ML concepts including image processing (UNET, GradCAM), self-supervised learning, and diffusion models.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and demonstrate a strong self-starter attitude and curiosity in various technical domains. However, the diversity of projects (PHP, Java, TypeScript alongside Python/ML) suggests a broad interest rather than a focused alignment with a senior Data Scientist role. The lack of team-based or professional projects makes it difficult to assess collaboration or enterprise cultural fit.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

novamail-app

May 16, 2026 – Present

novamail-app — GitHub repository

View Project

speckle2void

December 14, 2025 – Present

Self-Supervised SAR Denoising for Defense Surveillance

View Project

PMEMS

December 22, 2024 – Present

This is the base code used for predictive analysis and it's build at the time of ICDMAI INDICON 2025 Hackathon.

View Project

BreastCancerDetection--ResAttention-UNET

April 4, 2024 – April 12, 2024

This repo consists notebook which includes code to detect breast cancer pretty minutely.

View Project

CollegeDBMS

January 10, 2024 – January 15, 2024

This is a College Database Access Portal, purely made up of PHP and MySQL.

View Project

Messagy

December 3, 2023 – December 3, 2023

Messagy is a purely PHP, MySQL based chatapp for friends. So download and enjoy with your friends.

View Project

GradCAM-PyTorch

October 1, 2023 – October 1, 2023

This repo includes a jupyter notebook to create and evaluate a gradcam which can detect the object area

View Project

Diffusion-Model-Explanation-using-Sprites

September 14, 2023 – September 14, 2023

This repo includes everything you need to know about diffusion model at beginning. Just go through the notebook and use GPU as backend.

View Project

ShortProjectsUsingJava

September 9, 2023 – October 12, 2025

This repo Contains some short projects for java. Repo is open for Hacktoberfest 2023 contribution.

View Project

PersonalGPT

June 13, 2023 – July 23, 2023

Your own GPT-powered Personal Assistant to whom you can ORDER or INSTRUCT to do some task or search for something using your VOICE commands.

View Project

Key Strengths

Demonstrated interest in Data Science and Machine Learning through multiple personal projects (e.g., BreastCancerDetection, speckle2void, PMEMS, GradCAM-PyTorch, Diffusion-Model-Explanation-using-Sprites).
Experience with Python and Jupyter Notebook, which are core tools in Data Science.
Exposure to various AI/ML concepts including image processing (UNET, GradCAM), self-supervised learning, and diffusion models.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

Swarnodip Nag

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit