abhishekengineer. builder. dreamer.

Projects

Here are some of the projects I've worked on. Each project showcases different skills and technologies.

Multi-Document RAG Agent
The Multi-Document RAG Agent is an intelligent query routing system built to retrieve and process information from large sets of documents efficiently. It uses a Retrieval-Augmented Generation (RAG) framework to select the most relevant documents and passages, significantly improving query response accuracy and efficiency.

Tech Stack

PythonLangChainOpenAI APIChromaDBPyMuPDFStreamlit

Features

  • Query across multiple PDFs
  • Context-aware answers
  • LangChain custom agent integration
  • Semantic search with ChromaDB
  • Streamlit-based frontend
Ueducate
GenAI-accelerated learning platform tailored for fast textbook solutions, enabling students to seamlessly upload PDF textbooks and promptly retrieve answers to their questions directly from the material.

Tech Stack

PythonOpenAI APIMongoDBLangchainFaissPineconeStreamlit

Features

  • PDF textbook upload
  • Question answering from textbooks
  • Fast retrieval of solutions
  • GenAI-accelerated learning
Personal Blog
Developed a dynamic and responsive personal blog, utilizing React and Tailwind CSS to create a visually appealing user interface. Implemented Strapi headless CMS to enable efficient and flexible content management.

Tech Stack

React.jsTailwindStrapi CMSCloudinary

Features

  • Dynamic and responsive UI
  • Efficient content management with Strapi
  • Optimized image storage with Cloudinary
  • Fast loading times
SuperGPT
Advanced AI assistant with features like code generation, document retrieval, image search, image generation and web search functionalities.

Tech Stack

PythonFlaskOpenAI APIPineconeLangchainMongoDBGoogle Cloud Platform

Features

  • Code generation
  • Document retrieval
  • Image search and generation
  • Web search functionalities
  • Integration with OpenAI Assistant API
PsychAI
A mental health AI companion powered by Google's Gemini API. Built with a clean, accessible UI to provide thoughtful, human-like conversations for emotional support.

Tech Stack

React.jsTailwind CSSGemini API

Features

  • Conversational AI for mental wellness
  • Built with Gemini API
  • Responsive and minimal UI
  • Real-time chat experience