About
Computer Science undergraduate and AI Intern at DRDO DYSL-AI Lab with experience in RAG Systems, LLM Applications, Vector Databases, Software Development, and Web Technologies. Skilled in building AI-powered applications, scalable web systems, and intelligent document retrieval solutions.
Experience
Education
Projects
Sanchay: AI-Powered Finance Manager
Developed an AI-powered personal finance management platform using React, Node.js, CSS, and AI APIs. Implemented automatic transaction categorization, built a personalized budget recommendation system, and designed a responsive dashboard for expense visualization and analytics. Deployed on Vercel for optimized performance and scalability.
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Multi-Document RAG System for PDF & TXT Knowledge Retrieval
Developed a Retrieval-Augmented Generation (RAG) system for answering questions from multiple PDF and TXT documents. Implemented document ingestion using Unstructured, applied Title-Based Chunking, generated embeddings using Ollama Nomic-Embed-Text, and stored vectors in ChromaDB. Integrated Llama 3 (Ollama) for context-aware question answering.
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Text Manipulation Application
Built an interactive React.js application for efficient text processing and manipulation. Enhanced user experience through responsive design and real-time text updates. Implemented features such as word count, character count, case conversion, and text formatting. Utilized a component-based architecture to improve maintainability and scalability.
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