AnkitXP

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Ankit Basu AnkitXP

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Data Science Graduate Student at Texas A&M University

Texas A&M University
College Station, TX
19:39 (UTC -06:00)
in/ankitbasu

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AnkitXP/README.md

💫 Howdy, I'm Ankit!

I’m a graduate student at Texas A&M University, College Station.
Passionate about Natural Language Processing (NLP), Large Language Models (LLMs), AI Agents and Reinforcement Learning (RL).
My research and projects focus on:
- Reasoning and Self-Correction Abilities of Large Language Models
- Alignment of LLMs using Reinforcement Learning
- Fine-tuning LLMs to instill better domain knowledge
- Developing intelligent AI agents capable of using external tools and knowledge to generate more accurate responses
With a solid foundation in Machine Learning, Deep Learning, and Data Science, I am enthusiastic about solving complex business problems and making impactful contributions through innovative AI solutions.

💻 Tech Stack:

AI / ML:

Generative AI / LLMs:

Data Analysis / Visualization:

Platform / Source Control:

🌐 Connect with me:

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RL-SCoRe RL-SCoRe Public

A Reinforcement Learning based inference-time reflection and self-correction framework to rectify errors without external agents or knowledge distillation.

Python 1 1
RLHF-PPO RLHF-PPO Public

RLHF (Reinforcement Learning from Human Feedback) with PPO (Proximal Policy Optimization) is a reinforcement learning method where a model is fine-tuned using human feedback, optimized through PPO …

Python
CCT-ViT CCT-ViT Public

A Compact Convolution Transformer is a neural network architecture that combines the efficiency of convolutional layers with the long-range dependency modeling capabilities of transformers, designe…

Python
Multimodal-Fusion-Model Multimodal-Fusion-Model Public

An architecture capable of taking different types inputs (images and sound) and fuse the models to build a multimodal classifier.

Python
FashionMNIST-Classification FashionMNIST-Classification Public

Forked from archit28-tamu/fashion_mnist_project

End-to-end image classification with conventional machine learning and deep learning models.

Jupyter Notebook
PDF-Insight PDF-Insight Public

PDF Insight is an interactive chatbot application that allows users to upload PDF documents and engage in natural language conversations about their content.

Python