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aditya90001/README.md

πŸ’« About Me

Hi there πŸ‘‹ I'm Aditya Singh

πŸ’» AI/ML Engineer | Generative AI | Agentic AI | Data Science | MLOps

πŸ“ India

Passionate about building intelligent AI systems that solve real-world problems. I enjoy working on Machine Learning, Deep Learning, Computer Vision, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Agentic AI, and MLOps.


πŸš€ What I Build

  • πŸ€– LLM & RAG Applications
  • 🧠 Machine Learning & Deep Learning Models
  • πŸ‘οΈ Computer Vision Projects
  • πŸ“Š Data Science Pipelines
  • ⚑ FastAPI & Streamlit Applications
  • 🐳 Dockerized AI Solutions
  • ☁️ Cloud Deployments
  • 🀝 Autonomous AI Agents with LangGraph

🌐 Connect With Me

LinkedIn Gmail


πŸ’» Tech Stack

πŸ‘¨β€πŸ’» Languages

Python C SQL

πŸ€– AI / Machine Learning

Scikit-Learn PyTorch OpenCV NumPy Pandas Matplotlib

🧠 Generative AI

LangChain LangGraph RAG LLMs

βš™οΈ Backend

FastAPI Flask

πŸ—„οΈ Database

PostgreSQL

☁️ Cloud & DevOps

Docker AWS Render MLflow

πŸ”§ Tools

Git GitHub


πŸ“Š GitHub Stats


⭐ Featured Projects

βœˆοΈπŸ€– AI Travel Planner Agent

LangGraph β€’ LangChain β€’ FastAPI β€’ Streamlit β€’ Docker β€’ LLMs

  • πŸ€– Multi-Agent AI architecture
  • πŸ—ΊοΈ Personalized travel itinerary generation
  • 🌍 API integration
  • πŸ’¬ LLM tool calling
  • ⚑ FastAPI backend
  • 🐳 Dockerized deployment

🧠🩺 Brain Tumor Classification

PyTorch β€’ CNN β€’ OpenCV β€’ Deep Learning

  • 🧠 MRI Brain Tumor Detection
  • πŸ“ˆ CNN-based classifier
  • πŸ–ΌοΈ Image preprocessing & augmentation
  • πŸš€ End-to-end prediction pipeline

πŸ“Šβš‘ End-to-End ML Pipeline

Scikit-learn β€’ FastAPI β€’ MLflow β€’ Docker β€’ AWS

  • πŸ“₯ Data Ingestion
  • 🧹 Data Validation
  • βš™οΈ Feature Engineering
  • πŸ€– Model Training
  • πŸ“ˆ MLflow Tracking
  • 🌐 REST API
  • 🐳 Docker
  • ☁️ AWS Deployment

πŸ“šπŸ’¬ RAG Question Answering System

LangChain β€’ FAISS β€’ OpenAI β€’ FastAPI

  • πŸ“„ PDF Question Answering
  • πŸ” Semantic Search
  • 🧠 Context-aware Responses
  • ⚑ FastAPI Backend

πŸ€–πŸ“ˆ Autonomous Data Science Agent (In Progress)

LangGraph β€’ Python β€’ LLMs

  • πŸ“Š Automated EDA
  • βš™οΈ Feature Engineering
  • πŸ€– Model Selection
  • πŸ“‰ Visualization
  • πŸ“ Report Generation
  • πŸ“ˆ Evaluation

πŸ† GitHub Trophies


πŸ“ˆ Contribution Graph


πŸ” Top Contributed Repository


✍️ Random Dev Quote


⭐ "Building AI that doesn't just answer questionsβ€”but solves problems."

Pinned Loading

  1. ride_data_eda ride_data_eda Public

    Jupyter Notebook

  2. stock_price_prediction stock_price_prediction Public

    Jupyter Notebook 1

  3. multi_moda_rags multi_moda_rags Public

    Jupyter Notebook

  4. multi_agent_travel_plan_langgraph_project multi_agent_travel_plan_langgraph_project Public

    Python