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pavanrajkg04/README.md

πŸ‘‹ Hello! I'm Pavan Raj K G

πŸš€ Data Scientist-II | AI/ML Engineer | Cloud & DevOps Explorer

Typing Animation


πŸ’‘ About Me

  • πŸ’Ό Current Role: Data Scientist-II @ Kine.ai (Jan 2025 - Present)
  • 🌟 Flagship Projects:
    • Agentic RAG Chatbot (SQL auto-generation + predictive insights)
    • Velocity Forecasting Models (task/bug completion & sprint anomaly detection)
    • GIS Decision Support Systems under REWARD Program (Govt. of Karnataka + World Bank)
  • 🧠 Core Strengths: Machine Learning, Predictive Modeling, AI Agents, Data Pipelines, MLOps
  • ☁️ Cloud/MLOps: AWS, Azure, CI/CD, Kubernetes, MLflow, Docker
  • πŸŽ“ Education: MCA (Data Science), Jain University, GPA: 8.71/10
  • πŸ“« Reach Me: [email protected] | πŸ“ Bengaluru

🌐 Connect with Me


πŸ› οΈ Tech Stack

πŸ‘¨β€πŸ’» Programming

Python
SQL
PySpark
Shell

πŸ“Š Data Science & ML

Pandas
Numpy
Scikit-learn
Matplotlib
Seaborn
PyTorch
TensorFlow

πŸ€– AI / Agents

LangChain
LangGraph
Ollama

☁️ Cloud & DevOps

AWS
Azure
Docker
Kubernetes
CI/CD
Git

πŸ“ Geospatial / Analytics

ArcGIS
QGIS
Power BI


πŸ“‚ Featured Projects

  • SQL auto-generation, database querying & insight generation
  • Built using LangChain, LangGraph, Ollama, Streamlit, PyTorch
  • Forecast sprint task/bug completion timelines
  • Improved sprint planning with predictive models & anomaly detection
  • Soil health, water budgeting & crop advisory tools
  • Tech: Python, GIS, Deep Learning, Power BI, PostgreSQL

πŸ“œ Certifications

  • Microsoft & LinkedIn – Career Essentials in Data Analysis
  • IBM – Applied Data Science with Python (Level 2)
  • IBM – Data Analysis with Python
  • ESRI – Spatial Data Science
  • ESRI – ArcGIS Pro: Essential Workflows

πŸ“Š GitHub Insights

Contribution Graph

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🎯 A Few Things About Me

  • πŸ” Obsessed with solving real-world problems using data and machine learning
  • πŸ“ˆ Passionate about building scalable and reliable AI pipelines
  • ⚑ Constantly learning & sharing via YouTube: Data Chronicles by Pavan

⚑ β€œEvery dataset hides a story. I love decoding it with ML, stats, and code.”

πŸš€ Let's connect and build something impactful together!

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