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pujitha-mule/README.md

Hi, I'm Pujitha Mule 👋

Computer Science graduate (2026) with a strong interest in Artificial Intelligence, Machine Learning, Generative AI, and LLM-powered application development.

I enjoy building practical AI applications using Python, LangChain, RAG, LLM APIs, vector databases, and FastAPI. My work includes knowledge retrieval systems, document intelligence applications, AI-powered research workflows, and API-based AI solutions.

Currently focused on strengthening my skills in Generative AI, Retrieval-Augmented Generation (RAG), LLM application development, AI agents, prompt engineering, and cloud-based AI systems while continuously improving my problem-solving and software engineering fundamentals.

🛠️ Technical Skills

AI / Generative AI

  • LangChain
  • Retrieval-Augmented Generation (RAG)
  • Large Language Models (LLMs)
  • Prompt Engineering
  • Embeddings & Semantic Search
  • OpenAI API
  • Gemini API

Programming Languages

  • Python
  • Java
  • SQL
  • JavaScript

AI Backend & APIs

  • FastAPI
  • REST APIs
  • Flask
  • Spring Boot
  • Node.js

Vector Databases & Databases

  • FAISS
  • ChromaDB
  • MySQL
  • MongoDB

Cloud & Development Tools

  • AWS (EC2, S3, IAM)
  • Docker
  • Git
  • GitHub
  • Postman

🎯 Areas of Interest

  • Artificial Intelligence & Machine Learning
  • Generative AI
  • Large Language Models
  • Retrieval-Augmented Generation (RAG)
  • AI Agents & LLM Applications
  • Natural Language Processing
  • Semantic Search & Vector Databases
  • AI Backend Engineering
  • Cloud-Based AI Applications
  • Data Structures & Algorithms

🚀 Featured Projects

🔎 RAG-Based Knowledge Base Search Engine

Built a Retrieval-Augmented Generation (RAG) application using Python, LangChain, FAISS, and Gemini API for semantic document retrieval and context-aware question answering.

📚 LLM-Powered Research Assistant

Developed an LLM-powered research assistant using Python, LangChain, OpenAI API, and FAISS to process research documents and dynamically route queries between document retrieval and direct LLM generation.

📄 Generative AI Document Intelligence System

Built a FastAPI-based Generative AI application for extracting structured information from PDF documents using LLM APIs, with structured JSON responses and Docker-based deployment.

🧠 Enterprise Knowledge Assistant

Developed an AI-powered knowledge retrieval system using RAG and semantic search to enable users to retrieve and interact with organizational knowledge efficiently.

⚙️ Backend API System

Designed REST APIs with authentication, caching, database integration, and backend validation using Java and Spring Boot.

🏆 Achievements

  • AWS Certified Cloud Practitioner
  • Co-Author of an IEEE Conference Publication on Digital Twin Technology
  • Participated in the Incedo AI Hackathon and developed an AI-driven solution prototype
  • Solved 250+ Data Structures & Algorithms problems across coding platforms

📚 Current Focus

  • Generative AI & LLM Application Development
  • LangChain & RAG Pipelines
  • AI Agents & Tool-Calling Workflows
  • Vector Databases & Semantic Search
  • Prompt Engineering
  • FastAPI for AI Applications
  • Cloud Deployment of AI Applications
  • LLM Evaluation & Optimization

🤝 Connect With Me

LinkedIn: www.linkedin.com/in/pujitha-mule-125790254

GitHub: github.com/pujitha-mule

Portfolio: pujitha-portfolio-smoky.vercel.app

Email: pujithamule06@gmail.com

Pinned Loading

  1. backend-api-system backend-api-system Public

    Java

  2. llm-powered-research-assistant llm-powered-research-assistant Public

    Python

  3. generative-ai-document-intelligence generative-ai-document-intelligence Public

    Python

  4. Enterprise_Knowledge_Assistant_RAG Enterprise_Knowledge_Assistant_RAG Public

    Python

  5. RealTimeCollaborativeCodingEditor RealTimeCollaborativeCodingEditor Public

    JavaScript 1

  6. backend-monitoring-dashboard backend-monitoring-dashboard Public

    Java