PROJECTS.
MLSC SVEC
// DESC: Full-stack portal for MLSC club with role listings, resume submission, admin dashboard, JWT auth, and AI-powered resume summarization using Google Genkit + Gemini.
RAG-based PDF Answering System
// DESC: Built a system to answer questions based on PDF documents using embeddings and vector database retrieval, integrating OpenAI's LLM with LangChain. Applicable to intelligent helpdesk systems.
AI Shopping Agent
// DESC: Multi-agent product comparison system with real-time scraping from Amazon & Flipkart using CrewAI, FastAPI backend and React UI with Supabase integration.
Gen-AI
// DESC: Unified repository containing embeddings, crew_ai, chatbot, LLMs, memory buffers, vector databases and notebooks for RAG experimentation.
Intelligent Matchmaking System
// DESC: Peer-assisted learning platform using TF-IDF + cosine similarity for student grouping with gamification, analytics dashboards and FastAPI/React architecture.
Pharmacy College Website
// DESC: Official portal for Sri Vasavi Institute of Pharmaceutical Sciences with dynamic pages, responsive UI, SEO optimization & analytics tracking.
CertiCraft
// DESC: Students request certificates, admin approves and generates downloadable prints. Simple + structured certificate automation flow.
Certificate QR Validation System
// DESC: QR-based certificate verification system where users scan and validate authenticity from institution records.
WhatsApp Quiz Bot
// DESC: Node-based automated quiz bot using Baileys with poll questions, correct answer reveal, state tracking & web interface control.
AIMPACT 2.0 Movie Recommender
// DESC: Movie recommendation engine built using Python with dynamic suggestions based on user ratings and similarity analytics.
Certificate Auto-Generator
// DESC: Excel-based auto certificate PDF generator with intelligent text positioning and dynamic font scaling.
FontPreviewTool
// DESC: Upload a font, type text, download generated styled text as image output. Useful for previewing and designing typography.
CrewAI Autonomous Agent System
// DESC: Production-grade CrewAI flow with role-based agents for research, data extraction, writing, summarization and reasoning-driven task completion.
Multi-Agent Architecture Framework
// DESC: Generalized multi-agent AI architecture with task delegation, embeddings, vector memory, document tools, RAG pipeline integration and tool-to-tool coordination.