Welcome to my GitHub profile! I'm an UnderGrad Student. Here you'll find a collection of my work, including personal projects, contributions to open-source, and more.
- 🔭 Currently working on: Full stack MERN projects
- 🌱 Currently learning: Python, AI/ML
- 👯 Looking to collaborate on: MERN stack and AI/ML-related projects
- 🤔 Currently thinking about: No specific ideas or problems
- 💬 Ask me about: MERN stack, AI, LLM, ML.
- Languages: JavaScript, C++, Python, Java
- Frameworks & Libraries: React, Vue, Spring
- Tools & Platforms: GitHub, Docker
- What It Does:
- ScholarChat is an AI-powered academic chatbot built using RAG (Retrieval-Augmented Generation), designed to assist students and researchers in retrieving research papers efficiently.
- Features:
- Fetches research papers based on user queries. Provides context-aware responses and follow-up question support. Uses a vector store (ChromaDB) to enhance retrieval. Ensures fast and relevant academic search results.
- Tech Stack FastAPI , React , ChromaDb , LangChain , HuggingFace(LLM).
- Repository Link: GitHub Repository
- Inspiration:
- The idea for Adaptive Quiz stemmed from the desire to create a personalized learning experience. Observing that many users struggle with specific topics, I wanted to develop a system that dynamically adapts to their needs. The goal was to provide a more targeted approach to quiz-based learning, helping users focus on their weaknesses and improve efficiently.
- What It Does:
- Adaptive Quiz starts with introductory questions to gauge user knowledge. It collects topic tags from incorrect answers and then uses this information to suggest subsequent questions based on the most frequent topic tags. Additionally, the integrated chatbot provides hints and necessary resources to help users improve their understanding of the topics.
- Repository Link: GitHub Repository
- Vinyasa Summer of Code: Contributor to the open-source online event.
- Visual-Sort: Contributed to this repository.
- LinkedIn: Siva Balaji A R
- Email: sivaarsb@gmail.com
Feel free to explore and get in touch if you want to collaborate or just say hi!