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kishorsenthilkumar/README.md

Aspiring Data Engineer | Big Data | ETL Pipelines | Data Platforms | AI Orchestration

Email • LinkedIn • GitHub

👨‍💻 About Me

🎓 B.Tech in Artificial Intelligence and Data Science at Panimalar Engineering College

🚀 Aspiring Data Engineer with hands-on experience building real-time data pipelines and cloud-based data platforms

💡 Passionate about solving real-world big data problems using scalable architectures

📊 Strong foundation in ETL pipelines, distributed data processing, and data modeling

🤖 Exploring AI Orchestration & LLM-powered data workflows

🛠️ Tech Stack

Programming Languages

Data Engineering

Databases

Cloud & Tools

🤖 AI Orchestration & LLM Tools

  • LangChain – Agents, Chains, Retrieval-Augmented Generation (RAG)
  • LangFlow – Low-code LLM workflow orchestration
  • Model Context Protocol (MCP) – Context-driven AI system integration

📊 GitHub Stats

🚀 Featured Projects

🔹 Real-Time IoT Damage Monitoring Pipeline

  • Built a real-time pipeline using Azure IoT Hub + PySpark Structured Streaming
  • Processed sensor data (vibration, temperature, strain) for damage detection
  • Stored results in PostgreSQL and visualized via Grafana

🔹 Real Estate Lakehouse Pipeline

  • Implemented Bronze–Silver–Gold architecture
  • Built SCD Type 2 historical tracking system
  • Automated workflows using Airflow + Delta Lake

🔹 Real-Time Clickstream Pipeline

  • Simulated e-commerce user activity
  • Designed analytics-ready schema
  • Visualized insights using Tableau + Cassandra

📫 Connect With Me

📧 Email: kishorsenthilkumar104@gmail.com
💼 LinkedIn: https://linkedin.com/in/kishor-s-5b4332274
💻 GitHub: https://github.com/Kishorsenthilkumar

⭐ Building scalable data systems, exploring AI orchestration, and solving real-world problems with data.

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  1. DE-IOT-heavymachinary-monitoring DE-IOT-heavymachinary-monitoring Public

    Mirrors the architecture used by Hitachi Lumada, Bosch Connected Industry, and Siemens MindSphere for real-time heavy machinery damage detection.

    Python

  2. real-estate-lakehouse-pipeline real-estate-lakehouse-pipeline Public

    End-to-end data engineering pipeline that collects real estate listings, stores raw data in Azure Data Lake, processes it with Spark and Delta Lake, and detects property price changes using histori…

    Jupyter Notebook 1

  3. Docker-workshop Docker-workshop Public

    Jupyter Notebook

  4. getting-started-with-dbt-on-snowflake getting-started-with-dbt-on-snowflake Public

    Forked from Snowflake-Labs/getting-started-with-dbt-on-snowflake

    Provides a getting started dbt project for dbt on Snowflake

    Python

  5. SalesPulse SalesPulse Public

    Forked from dataeng-begineers/SalesPulse

    Supermarket sale and stock data management project for ETL and Real-Time Analytics.

    Python