My Projects

Here you'll find a collection of projects and experiments I've worked on, ranging from web development and open-source tools to personal learning explorations.

Research Work

• Object Hallucinations in Multimodal Large Language Models: A Survey [github]
  Multimodal Large Language Models (MLLMs) have shown remarkable advancements in tasks that integrate textual and visual data. However, they often generate outputs that are inconsistent with the provided visual content, raising concerns about their reliability. This survey aims to provide insights into the current research landscape regarding hallucinations in MLLMs, integrating existing knowledge and identifying future research directions.
• Relation Extraction using LLMs [github]
  A survey of relation extraction methods, focusing on their evolution, challenges, and future directions. It covers traditional methods, deep learning approaches, and the latest advancements in the field.

Projects

• Heph[AI]stus [Demo] [Source]
  HephAIstus is an autonomous coding assistant powered by ReAct (Reasoning and Acting) methodology. Named after the Greek god of fire and forge, HephAIstus helps you build, modify, and manage code projects through natural language conversations.
• Implementing Deep learning Research Papers [Source]
  A collection of implementations of various deep learning research papers. The goal is for me learn and understand the concepts behind these papers by implementing them from scratch.
• VGrad [Source]
  An autograd engine that computes gradients of functions using reverse mode differentiation. It is designed to be simple and easy to use, making it suitable for educational purposes and small-scale projects.
• HackCast [Demo] [Source]
  A full stack web app that will shows you hackernews but in audio format!
• Minima [Demo] [Source]
  A text editor I made using react js