Seran Vishwa

Advanced MCP (Model Context Protocol) application built with Streamable HTTP transport, filesystem roots security, and sampling concepts. Includes a FastMCP server, a reusable base HTTP client, a Gradio GUI client, and an OpenAI-powered AI host app to demonstrating production-ready patterns for remote MCP servers.

AI-powered autonomous job application assistant built with LangGraph, FastAPI, RAG, and persistent memory to analyze jobs, match candidate profiles, tailor CVs, generate cover letters, and prepare for interviews.

Build a multi-agent AI system with CrewAI - A Research Analyst agent that gathers real-time information via web search, and a Content Strategist agent that turns it into polished, reader-friendly content.

Talk to your CSV data in plain English — ask questions, get answers, and generate charts on the fly, powered by LangChain, LangChain-HuggingFace, and the create_pandas_dataframe_agent.

AI-powered meal & grocery planner built with CrewAI — a multi-agent system that turns a meal request into a complete, budget-conscious shopping plan with recipe research, organized shopping lists, cost analysis, and leftover management.

Multimodal RAG + multi-agent restaurant recommendation system using LangChain, LangGraph, FAISS, and MCP.