Swaroop Nath

Data Scientist

https://www.opentalent.in/swaroop-nath

Hey visitors. I am acquainted with stuff related to Android Application Development and Machine Learning(Classification especially). Feel free to contact me @-

Allahabad, Uttar Pradesh, India

Key Strengths

Extensive personal project experience in Natural Language Processing (NLP) and Machine Learning (ML), particularly in summarization, diffusion models, and transformers.
Demonstrated interest in advanced ML topics like Reinforcement Learning for Query-focused Summarization and Variational Autoencoders (VAEs).
Proficiency in Python, a core language for Data Science.
Experience with Jupyter Notebooks for data exploration and model development.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio indicates a strong self-starter with a passion for cutting-edge research in AI/ML, which aligns well with an innovative and research-driven culture. The diversity of personal projects suggests intellectual curiosity and a proactive approach to learning. However, without professional experience or team-based project descriptions, assessing collaboration and broader cultural fit is limited.

Soft Skills & Operational Fit

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

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

swaroop-nath.github.io

November 1, 2025 – November 1, 2025

swaroop-nath.github.io — GitHub repository

View Project

reward-approx-social-choice-opp-summ

January 11, 2024 – March 4, 2024

reward-approx-social-choice-opp-summ — GitHub repository

View Project

hrl-qfs-diffusion

January 11, 2024 – February 1, 2024

hrl-qfs-diffusion — GitHub repository

View Project

transformer-expressivity

November 27, 2023 – January 10, 2024

transformer-expressivity — GitHub repository

View Project

rl-qfs

November 13, 2023 – November 13, 2023

Reinforcement Learning for Query focused Summarization

View Project

readit

April 12, 2023 – April 16, 2023

readit — GitHub repository

View Project

explore-diffusion

February 8, 2023 – February 15, 2023

[CS726-2023] Programming assignment exploring diffusion models

View Project

vae-music-gen

April 10, 2022 – April 10, 2022

vae-music-gen — GitHub repository

View Project

NLP-Summarization

October 20, 2019 – April 4, 2020

NLP-Summarization — GitHub repository

View Project

Semantic-Web-Parser

June 17, 2019 – April 19, 2020

Semantic-Web-Parser — GitHub repository

View Project

Key Strengths

Extensive personal project experience in Natural Language Processing (NLP) and Machine Learning (ML), particularly in summarization, diffusion models, and transformers.
Demonstrated interest in advanced ML topics like Reinforcement Learning for Query-focused Summarization and Variational Autoencoders (VAEs).
Proficiency in Python, a core language for Data Science.
Experience with Jupyter Notebooks for data exploration and model development.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

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

Swaroop Nath

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit