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RiteshPatil2001/README.md

wave Hi, I'm Ritesh

I am a Full-Stack Software Engineer at CitiusTech Healthcare Solutions.

I love to build smart software. My main focus now is Agentic AI. I build AI agents that can think, use tools, and finish real tasks.

  • 🔭 Now working on AI agents, RAG systems and MCP tools
  • ☁️ Expertise in AWS AgentCore (Runtime, Identity, Memory, Gateway)
  • 🏥 Building AI for a medical imaging platform at work
  • 💬 Ask me about AI agents, RAG, AWS Bedrock, Angular and Spring Boot
  • 🏏 Outside work, I play cricket and swim

🛠️ Tech Stack

🤖 Agentic AI & GenAI

LangChain LangGraph MCP RAG Embeddings

☁️ Cloud

Amazon Bedrock Bedrock Agents AgentCore AWS Lambda SageMaker EC2 and S3

💻 Languages, Frameworks & Tools

Languages and frameworks

Databases and tools

🧪 Testing & Quality

Playwright Manual QA


💼 Experience

🏥 Full-Stack Software Engineer — CitiusTech Healthcare Solutions

🤖 Agentic AI for Healthcare
  • Built an agentic AI project using LangChain, LangGraph and RAG.
  • Feature 1: A manual and user-guide assistant. It answers questions about the system.
  • Feature 2: A medical document analysis tool. It reads patient records and pulls out the exact information a prompt asks for, in a clean structure.
  • Integrated the AI agent inside the OHIF viewer for the medical imaging platform.
  • Deployed agents on AWS using Amazon Bedrock, AgentCore and Lambda.
🩻 U.S. Medical Imaging Platform
  • Worked on a platform that handles DICOM, MR and CT scan data.
  • Delivered 30+ user stories in Angular.
  • Worked in a cross-functional team of 15–25 engineers.
  • Wrote ~90 automated Playwright test cases, along with manual QA, for regulatory compliance.

🚀 Featured Projects

🏨 Hotel Management System

A full hotel system with agentic AI. A booking agent talks to guests, collects their details and gives them a room automatically. A staff agent handles daily hotel work.

🔗 View Project

🩺 Medical Imaging AI Agent

An AI agent inside the OHIF viewer. It answers system questions and reads medical documents using RAG. (Built at work, so the code is private.)

✈️ FlyEase — Flight Booking App

A flight booking web app. Users can search flights and book tickets easily.

🔗 View Project

💸 Expense Tracker

A MERN stack app to track daily money spending in a simple way.

🔗 View Project

🎓 Education & Certifications
🎓 MCA Sardar Patel Institute of Technology
🎓 BSc Computer Science D.G. Ruparel College
📜 Certification Data Science with Machine Learning
📜 Certification Python for Data Science (IBM)
🤖 Skills Agentic AI, GenAI (LangChain, LangGraph, MCP, AWS)

📊 GitHub Stats

GitHub stats Top languages
GitHub streak




🤝 Let's Connect

I am always happy to talk about AI agents, cloud and building cool products. Say hello! 👋

LinkedIn Email GitHub



⭐ "First make it work, then make it smart." ⭐

Footer wave

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  1. LangChain-Core-Practical LangChain-Core-Practical Public

    Hands-on LangChain practical demos of every core component: models, prompts, chains, RAG, agents and tools, powered by Groq, Hugging Face and WeatherStack. Each file runs individually from the term…

    Python

  2. Flight-Ticket-Booking-System-Using-Java Flight-Ticket-Booking-System-Using-Java Public

    FlyEase is a flight ticket booking system built using Java Spring Boot MVC framework. It allows users to search for flights, book tickets, manage their bookings, and administer the system through a…

    CSS

  3. Expense-Tracker-System-Using-React-MERN-Stack Expense-Tracker-System-Using-React-MERN-Stack Public

    This Expense Tracker System is built using the MERN stack (MongoDB, Express.js, React.js, and Node.js). It provides a scalable, responsive, and user-friendly application to track and manage expense…

    JavaScript 4

  4. Weather-Forecasting-App-Using-Python Weather-Forecasting-App-Using-Python Public

    This Weather App is a simple Python application built using the Tkinter library for the GUI, and it utilizes the OpenWeatherMap API to fetch real-time weather data.

    Python

  5. Web-Portfolio-ReactJS-Tailwindcss Web-Portfolio-ReactJS-Tailwindcss Public

    Welcome to my personal web portfolio built with React.js and Tailwind CSS. This portfolio showcases my skills, projects, experience, and more. Visitors can learn about me, download my resume, and c…

    JavaScript

  6. Visualization-And-Analysis-Python-Case-Study Visualization-And-Analysis-Python-Case-Study Public

    Repository contain case study which contain visualization and analysis on various type of datasets. Repository also contain that particular dataset with respect to case study.

    Jupyter Notebook