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HarishSingaravelan/README.md

πŸ‘‹ Hello, I'm Harish Singaravelan!

I'm a Master's student in Data Science at the Rochester Institute of Technology with a strong foundation in developing and deploying scalable AI, Data Engineering, and Full Stack solutions. I'm passionate about leveraging data and machine learning to build innovative and impactful applications.


πŸš€ Technical Expertise

Category Skills & Tools
Languages Python, Java, C++, SQL
Data & Analytics Apache Spark, PySpark, ETL/ELT, MySQL, MongoDB, Tableau, Power BI, Excel
ML/AI Frameworks PyTorch, Scikit-learn, Pandas, NumPy, LangChain, LangGraph, Hugging Face
Web & Cloud Docker, Kubernetes, Flask, Node.js, Express.js, HTML, CSS, JavaScript
CI/CD & DevOps Git, GitHub, GitLab CI/CD, Apache Airflow, Kafka

πŸŽ“ Education Highlights

  • M.S., Data Science | Rochester Institute of Technology (Rochester, NY)
    • GPA: 3.94/4.0
    • Coursework: Data Science and Data Analytics, Applied Statistics, Neural Network, Software Construction
  • B.E., Computer Science and Engineering | Anna University (Chennai, India)
    • Coursework: Artificial Intelligence, DBMS, Data Structures & Algorithms

✨ Featured Projects

  • CivicConnect - AI-Powered Government Services Assistant
    • An AI assistant that uses the Gemini API, LangChain, and ChromaDB to provide accessible government services via multilingual voice, text, and ASL outputs.
    • Winner of the HACK.COMS'2025 Hackathon.
  • ETL Pipeline for Retail Analytics
    • Designed and implemented an ETL pipeline integrating data from MongoDB, MySQL, and CSV files.
    • Utilized Apache Spark for batch processing and Apache Airflow to automate daily data processing.
  • Streaming with Airflow & Kafka
    • Built a real-time data streaming setup using Apache Airflow to schedule data fetching, Kafka as a message queue, and a consumer to store the structured data in a MySQL database.

πŸ† Achievements & Certifications

  • Winner, Smart India Hackathon (AICTE)
    • Won first place (INR 1 Lakh) for developing a solution to predict job roles using Word2Vec.
  • Certified: Microsoft AI-900 (Azure AI Fundamentals)
  • Certified: IBM Data Science
  • Full Stack Intern Experience at Hyundai Motors, developing RESTful APIs using Node.js and MongoDB to reduce manual lookup time by 70%.

πŸ”— Let's Connect!

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  1. AccessCivicAI AccessCivicAI Public

    Python

  2. ETL-Pipeline-for-Retail-Analytics-Using-Apache-Spark-Airflow ETL-Pipeline-for-Retail-Analytics-Using-Apache-Spark-Airflow Public

    Python

  3. Book-Recommender Book-Recommender Public

    Jupyter Notebook

  4. Streaming-Data-using-airflow-and-kafka Streaming-Data-using-airflow-and-kafka Public

    Python

  5. COVID-EDA-using-SQL COVID-EDA-using-SQL Public

  6. Loan-Approval-Analysis-using-SQL Loan-Approval-Analysis-using-SQL Public