Resume

Basics

Name Sudipto Ghosh
Email [email protected]

Education

Work

  • Jul 2024 - Present
    Doctoral Researcher
    Indian Institute of Technlogy Delhi
    Working on Interpretability of Large Language Models and Knowledge Distillation at the Laboratory for Computational Social Systems under the supervision of Dr. Tanmoy Chakraborty, Associate Professor, Department of Electrical Engineering, IIT Delhi.
  • Feb 2024 - Jul 2024
    Research Intern (GRM)
    IBM India Research Labs
    Worked on my M.Sc. major project under the IBM Global Remote Mentoring programme. Mentors: Balaji Ganesan (Senior Research Engineer, IBM Research), Prof. Vasudha Bhatnagar and Dr. Vikas Kumar (Department of Computer Science, University of Delhi
  • May 2023 - Aug 2022
    Junior Software Developer
    Jhatkaa.org
    Worked with a RoR/PHP/Node.js/Django stack, developed and maintained various legacy action tools and open-source application deployments. Managed data, cloud infrastructure across providers and DevOps pipelines. Collaborated with external vendors and upstream developers.
  • Mar 2023 - Jan 2023
    Teaching Assistant
    NPTEL
    Facilitated the NOC: Introduction to Parallel Programming in OpenMP course run by IIT Delhi under Prof. Yogish Sabharwal, Adjunct Faculty, Dept. of CSE, IIT Delhi.
  • Oct 2021 - Feb 2022
    Project Intern
    iHub Anubhuti - IIITD Foundation
    Responsible for developing pipelines for Knowledge-based Question Answering in the legal domain under the guidance of Dr. Sarika Jain, Assistant Professor, Department of Computer Applications, National Institute of Technology Kurukshetra and Dr. Nandana Mihindukulasooriya, IBM Research, Dublin, Ireland.
  • Aug 2021 - Jun 2021
    Open Source Fellow
    Major League Hacking
    Worked on a JavaScript project under Jordan Harband (Member TC39, ECMA) for an npm package {em can-merge} that polls the GitHub GraphQL API and allows custom scripts to run once all status checks and CI runs have completed. Participated in daily standups, pair programming, internal hackathons, CTF and code review sessions.
  • Sep 2019 - Jul 2019
    SDE Intern
    StreetHack
    Worked on a MVP on the MERN stack. Developed RESTful APIs and a basic front-end. Employed OAuth2.0 and JWT authentication and dynamic resume generation..

Publications

Skills

Software Engineering
Full-Stack Development
RESTful APIs
SQL/NoSQL
Microservices
DevOps
Artificial Intelligence
Natural Language Processing
Large Language Models
Knowledge Graphs
Deep Learning
Soft Skills
Leadership
Teamwork
Communication
Problem Solving
Project Management
Miscellaneous
Git
Docker
Kubernetes
AWS/GCP/Azure
PyTorch

Awards

Projects

  • On Natural Language Generation with LLMs
    Generated datasets using LLaMA-2 and Falcon-LM and analyzed the generations for their lexical diversity, performed topic modelling and compared topic coherence, and compared sentiment intensities in the generations.
  • Distinguishing between AI-generated and Human-written Text
    Modelled text as a complex network and performed network analysis to extract features and experimented with models to classify classes of text apart.
  • DUCS Voting System
    Full-stack web application for conducting elections. Built on top of the Next.js framework. Was used in production for the DUCSS Elections in October 2023.
  • AQI Monitor
    Winning Submission at the OutSystems, Vonage, LINKIT 2020 Developer Challenge Hackathon. Portal for monitoring air quality information and notification service on a range of communication channels including WhatsApp, Viber, Facebook Messenger and SMS.
  • stay.io
    Simple, scalable and containerized rating application for accommodation listings with role-based access control.
  • SQL2GeoJSON
    RESTful API service written in JavaScript that parses geometric data as stored in spatial databases (MySQL and PostgreSQL) and converts into GeoJSON for use with open-source mapping libraries like Leaflet.

Volunteer

Languages

Bangla
Native
English
Fluent
Hindi
Fluent
Urdu
Elementary

References

Dr. Tanmoy Chakraborty
Associate Professor, Department of Electrical Engineering
Indian Institute of Technology Delhi, Hauz Khas
[email protected]
Prof. Vasudha Bhatnagar
Senior Professor, Department of Computer Science
Faculty of Mathematical Sciences, University of Delhi
[email protected]