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Suraj192/README.md

Hi there πŸ‘‹

🎯 Data Engineer | Machine Learning Enthusiast | Python Developer
πŸ“ Based in Finland
πŸ’‘ Passionate about building scalable data systems and ML-driven solutions


πŸ›  Tech Stack

Languages: Python, SQL
Data Processing: Pandas, NumPy
Machine Learning: Scikit-learn, PCA, Model Selection
Databases: PostgreSQL, MySQL
Tools: Git, Linux
Concepts: ETL, Data Pipelines, Feature Engineering, Model Evaluation


πŸš€ Featured Projects

πŸ”Ή Machine Learning Pipeline for Wine Quality Prediction
Built an end-to-end ML workflow including preprocessing, dimensionality reduction (PCA), and model selection using cross-validation.

πŸ”Ή Object Detection Project
Implemented computer vision techniques using Python for object identification tasks.

πŸ”Ή API Data Processing Project
Developed scripts to extract, transform, and analyze data from external APIs.


πŸŽ“ Currently

  • Master's student working on ML-based control factor identification for wastewater treatment plants
  • Actively building production-ready data engineering projects

πŸ“« Connect With Me

Pinned Loading

  1. ml-churn-dashboard ml-churn-dashboard Public

    End to end machine learning project with interactive dashboard for customer churn prediction

    Python 1

  2. credit-card-fraud-detection-dashboard credit-card-fraud-detection-dashboard Public

    This project demonstrates how a real-world fraud detection system can be built from scratch β€” starting from data ingestion and SQL storage, to model training and web deployment. It combines data en…

    Python 1

  3. ML-Analysis_Wine_dataset ML-Analysis_Wine_dataset Public

    Python 1

  4. Object_detection Object_detection Public

    Python 1

  5. Weather-Accident-Analysis-US Weather-Accident-Analysis-US Public

    This file is gives an overview of how the mention weather attributes and the number of accidents related with each other. Data source

    HTML

  6. PCA_and_ModelSelection PCA_and_ModelSelection Public

    Jupyter Notebook