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Adityas266/README.md

Aditya Shukla

Generative AI Developer · Python Backend Engineer · Data Engineer

I build production-grade AI systems — from LLM-powered pipelines and RAG architectures to scalable backend APIs and data workflows.

Currently deepening expertise in LlamaIndex and agentic AI frameworks.


What I Work With

AI & LLMs LangChain · LlamaIndex · LangGraph · OpenAI · HuggingFace Transformers

Backend Python · FastAPI · Flask · Django · Node.js

Data Engineering Azure Data Factory · Apache Airflow · Apache NiFi

Databases MongoDB · PostgreSQL · MySQL

Cloud & DevOps Microsoft Azure · Docker · Git


Featured Project

An agentic AI platform built around intelligent routing, RAG pipelines, and deep integration of open-source AI tooling.

What it does

  • Routes user queries dynamically to specialized AI agents based on intent and context
  • Implements retrieval-augmented generation (RAG) for grounded, knowledge-backed responses
  • Orchestrates multi-step agentic workflows using LangGraph and LlamaIndex
  • Integrates open-source models via HuggingFace as drop-in alternatives to proprietary LLMs
  • Exposes a clean API layer via FastAPI for production deployment

Open-source integrations LlamaIndex · LangGraph · LangChain · HuggingFace Transformers · Ollama · ChromaDB · FastAPI · MongoDB

Architecture

User Query → Intent Router → Agent Selector
                                  ├── RAG Agent        (LlamaIndex + ChromaDB)
                                  ├── Tool-Use Agent   (LangGraph)
                                  └── Generalist Agent (OpenAI / Ollama)

Connect

LinkedIn LeetCode Email Portfolio


Open to collaborations on Generative AI projects. Feel free to reach out.

Pinned Loading

  1. portfolio portfolio Public

    🌟 Explore my personal Portfolio Website—a showcase of projects, skills, and experience, crafted with HTML, CSS, and Bootstrap!

    HTML 1

  2. Age-and-gender-detection Age-and-gender-detection Public

    🔍 Elevate your applications with real-time age and gender prediction! This Python-based deep learning application leverages advanced techniques to detect and predict age and gender from real-time d…

    Python

  3. Air_Quality Air_Quality Public

    🌬️ Dive into an Air Quality Analysis Dashboard, powered by Power BI, meticulously examining air pollution levels across India

  4. Customer-segmentation Customer-segmentation Public

    🎯 Explore a Python-based customer segmentation analysis tool, empowering businesses to group customers based on their purchasing behavior for targeted marketing strategies.

    Python

  5. Twitter_Sentiment_Analysis Twitter_Sentiment_Analysis Public

    🤖 Delve into a Python-based application leveraging machine learning to analyze sentiment in tweets, providing valuable insights into public opinion on diverse topics and events.

    Jupyter Notebook

  6. youtube youtube Public

    📺 Dive into a simplified clone of YouTube's interface, meticulously crafted using HTML, CSS, and JavaScript. Explore a familiar layout, seamless navigation, and intuitive features that mirror the b…

    JavaScript