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Puneeth0106/README.md

Hi, I'm Puneeth Kumar Amudala 👋

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About Me

AI & Data Engineering Specialist with 2+ years of experience architecting scalable data pipelines, building production-grade ML/Deep Learning models, and deploying LLM-powered AI Agents. I made an unconventional leap from Mechanical Engineering → Computer Science, inspired by the ChatGPT revolution — and never looked back.

  • 🎓 M.S. Applied Computer Science — Grand Valley State University, Michigan (Expected May 2026) · GPA: 3.76
  • 🏭 B.Tech Mechanical Engineering — Sri Venkateswara University, India · GPA: 3.54
  • 🌍 Domain experience: Finance · Retail · Healthcare · Agriculture

Tech Stack

Languages & Core

Python SQL PySpark KQL

Cloud & Data Engineering

Azure Microsoft Fabric Databricks AWS Azure Data Factory Power BI

AI / ML / LLM

LangChain LangGraph PyTorch scikit-learn HuggingFace FastAPI ChromaDB OpenAI

MLOps & Deployment

MLflow Docker Optuna Airflow CI/CD LangSmith

Tools

VS Code Git MySQL Jupyter

Certifications

Badge Certification Issuer Date
Microsoft Fabric Analytics Microsoft Certified: Fabric Analytics Engineer Associate Microsoft Jan 2026
Microsoft Fabric Data Engineer Microsoft Certified: Fabric Data Engineer Associate Microsoft Oct 2025
Databricks Databricks Certified Data Engineer Associate Databricks May 2025

Featured Projects

Project Description Stack
Blog-Generation-Agent Multi-language SEO blog generation agent with 7-node LangGraph pipeline and 5 translation paths LangGraph · OpenAI · Groq · FastAPI · LangSmith
Ecommerce-Chatbot Multi-intent chatbot with semantic routing, vector FAQ retrieval, and NLP-to-SQL over 900+ products Groq LLM · ChromaDB · Streamlit · SQLite
Car-Damage-Detection Fine-tuned ResNet50 for 6-class car damage classification at 80% accuracy, deployed full-stack on AWS EC2 PyTorch · FastAPI · Docker · React · AWS EC2
Diabetes-Risk-Analysis 3-stage ELT pipeline automating processing of 400K+ public health records with Power BI dashboards Azure Databricks · Azure Data Factory · Power BI
Microsoft-Fabric-Projects End-to-end COVID-19 data pipeline: ingest → Lakehouse → semantic model → BI dashboards Microsoft Fabric · Dataflow Gen2 · Power BI
Bing-News-Analytics REST ingestion → PySpark transforms → ML sentiment → real-time BI PySpark · Azure · Power BI
Crop-Disease-Management Relational DB backend with alerts, recommendations, and yield tracking MySQL · Stored Procedures

GitHub Stats

GitHub Stats   Top Languages

GitHub Streak

Achievements

  • 🏆 Finalist — Grand Rapids DeepTech Pitch Competition (presented AI/ML solution to investors)
  • 🥇 Best Innovation Award — outstanding technology contribution

"AI won't replace humans. But humans who use AI will replace those who don't." — Sam Altman

Profile Views

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  1. Ecommerce-Chatbot Ecommerce-Chatbot Public

    Intelligent e-commerce chatbot with semantic routing, vector-based FAQ retrieval, and natural language product search powered by Groq LLM and ChromaDB.

    Python

  2. Diabetes-Risk-Analysis Diabetes-Risk-Analysis Public

    End-to-end Cloud ETL workflow for a diabetes dataset: ingest raw data, validate schema, clean missing/outlier values, transform features, and export analysis-ready tables for reporting and EDA.

    HTML

  3. Microsoft-Fabric-Projects Microsoft-Fabric-Projects Public

    Three Microsoft Fabric projects collected in one place, showcasing practical end-to-end data engineering workflows. Built primarily with Microsoft Fabric services like dataflowgen2, datafactory, py…

    Jupyter Notebook

  4. soil-moisture-prediction-using-machine-learning soil-moisture-prediction-using-machine-learning Public

    Forked from dineshraju147/soil-moisture-prediction-using-machine-learning

    A machine learning-based solution for precision farming that predicts soil moisture levels in unsensed areas using limited sensor data. This project features dynamic moisture simulation, flexible d…

    Jupyter Notebook

  5. Azure-complianceQA-Pipeline Azure-complianceQA-Pipeline Public

    End-to-end pipeline to run compliance Q&A checks on Azure resources using Python and automation workflows.

    Python

  6. Blog-Generation-Agent-With-LangGraph-and-FastAPI Blog-Generation-Agent-With-LangGraph-and-FastAPI Public

    Intelligent blog generation system using LangGraph and GPT-4o-mini to automatically create SEO-optimized content in 6 languages with FastAPI REST endpoints.

    HTML