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Puneeth0106/README.md

Hi, I'm Puneeth Kumar Amudala 👋

Typing SVG

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About Me

Aspiring AI/ML & Data Engineering Specialist with 2 years of experience architecting scalable data pipelines in Azure, building ML/Deep Learning models, and production-ready AI Agents. I made an unconventional leap from Mechanical Engineering → Computer Science, inspired by the ChatGPT revolution.

  • 🎓 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
  • 🕓 4AM productivity enthusiast | 📷 Aspiring photographer with no camera

Tech Stack

Languages & Core

Python SQL PySpark

Cloud & Data Engineering

Azure Microsoft Fabric Databricks AWS Power BI

AI / ML / LLM

LangChain LangGraph FastAPI scikit-learn PyTorch ChromaDB

Tools

VS Code Git Docker MySQL


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-Agent Multi-language SEO blog generation agent — 6 languages, deployed on Vercel LangGraph · GPT-4o-mini · Vercel
E-Commerce-Chatbot Semantic routing + vector FAQ retrieval + NL product search Groq LLM · ChromaDB · FastAPI
COVID-19-Data-Analysis End-to-end data pipeline: ingest → transform → BI dashboards Azure Data Factory · Microsoft Fabric · Power BI
Bing-News-Analytics REST ingestion → PySpark transforms → ML sentiment → real-time BI PySpark · Azure · Power BI
Diabetes-Risk-Analysis Cloud ETL workflow for clinical dataset Azure Databricks · Azure Data Factory
Crop-Disease-Management Relational DB backend: alerts, recommendations, 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