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trilokpadhi/README.md

👋 Hey there! I'm Trilok Padhi! 👋

PM017

About Me

I am a PhD research student at Georgia State University, Atlanta passionate about knowledge graphs and multimodal learning. In my research, I explore the intersection of knowledge representation and multimodal models to solves problems related to society pertaining to marketing, toxicity, extermism, and healthcare informatics. I have a strong background in machine learning, natural language processing, and computer vision.

Skills

  • 💡 Languages: Python, C, C++
  • 🛠️ Frameworks: Pytorch, Tensorflow, Django, React, Spring Boot
  • 🧠 Databases: PostgreSQL, MySQL, MongoDB
  • 🚀 Tools: Git, Docker, Jenkins

Research Projects

Here are some of my research projects that I am currently working on which are private, that are not publicly accessible because they are still under development/paper is under review. If you are interested in gaining access to these repositories, please follow these steps:

  1. Send me an email at tpadhi1@student.gsu.edu with the subject line "Request for Access: GitHub Repositories".
  2. In the email, please include your GitHub username and the reason for your request.:

Exploratory Projects

Here are some of the projects I've been working on, which are fueled by motivation to built everything from scratch and are currently under development. Check back for updates!

  • LLM from Scratch - LLM from Scratch is a repository dedicated to understanding the inner workings of machine LLMs by building them from the ground up using basic programming and mathematical concepts.
  • Deep Learning from Scratch - Deep Learning from Scratch is a comprehensive repository that focuses on the implementation of deep learning algorithms from the ground up. This repository aims to provide a deeper understanding of the underlying principles and mechanics of deep learning models by coding them from scratch.
  • Exploration with LLMs - Exploration related to finetuning/prompting/PEFT of LLMs

🛠️ Languages and Tools :

Python  Pytorch  HTML  JavaScript  Firebase  Gatsby  MySQL  NodeJS  AWS   

Contact Me

Feel free to reach out to me!

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  1. LLM-from-Scratch Public

    This repository dedicated to implementing and exploring the inner workings of LLMs by building them from the ground up using basic programming and mathematical concepts. The goal is to delve deeper…

  2. Explorations-with-LLMs Public

    This repository contains my experiments with the LLMs related to fine-tuning, prompt-tuning, PEFT, mechanic interpretability.

    Jupyter Notebook 1

  3. mm-agents-experiments Public

    Experiments with MM Agents

    Python

  4. multi-gpu-llm-recipes Public

    multi gpu codes for training and inference

    Python

  5. SWAN-AI/Marketing-AI Public

    Neurosymbolic Multimodal Marketing ( Accepted at IEEE Bigdata 2024)

    Python 1

349 contributions in the last year

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Activity overview

Loading A graph representing trilokpadhi's contributions from January 28, 2024 to January 30, 2025. The contributions are 96% commits, 2% pull requests, 2% issues, 0% code review.   Code review 2% Issues 2% Pull requests 96% Commits

Contribution activity

January 2025

Created 6 commits in 1 repository
Created 1 repository
Opened 2 pull requests in 1 repository
SWAN-AI/Marketing-AI 2 merged
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