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  • 13:50 (UTC -12:00)

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Rivu5555/README.md

Hi πŸ‘‹, I'm Protyay Saha

I'm a passionate learner, always eager to explore new technologies and deepen my understanding of Machine Learning, Data Science, and Artificial Intelligence. I believe in sharing my insights and projects to inspire others and push the boundaries of what we can do.



πŸš€ What I'm Currently Learning

  • Machine Learning Fundamentals
  • Exploratory Data Analysis (EDA) with Python (pandas, numpy, matplotlib, seaborn)
  • Natural Language Processing (NLP), Large Language Models
  • Visualization tools (matplotlib, seaborn) and project documentation for reproducibility
  • Efficient GitHub workflow including README.md, .gitignore, requirements.txt, project organization, and repo optimization

πŸ† Recent Projects

  • Snake Game in Python (Turtle): Classic game recreation for Python beginners
  • House Prices EDA: Data science project featuring data cleaning, visualization, and feature analysis
  • Energy Consumption ML Prediction: Real-world linear regression modelling, feature engineering, and predictive analytics


πŸ“Š GitHub Stats & Activity

πŸ”₯ Contribution Streak

GitHub Streak Stats

πŸ“ˆ GitHub Statistics

Your GitHub Stats

πŸ’» Most Used Languages

Top Languages

πŸ“ˆ Skills & Tools

  • Python, pandas, numpy, matplotlib, seaborn

  • scikit-learn, jupyter-notebook

  • Data Cleaning, EDA, Regression, Prediction, Visualization

  • Git & GitHub: repo management, markdown, workflow automation

  • Python Pandas NumPy Matplotlib Seaborn Scikit-learn Jupyter Git


πŸ’¬ Ask Me About

  • Machine Learning basics and project workflow

  • Visualization best practices

  • Getting started with Kaggle competitions

  • Project organization and documentation for data science

  • 🌱 Currently Exploring

  • Real-world ML projects (e.g. energy consumption prediction)

  • Geometric Deep Learning and advanced ML architectures

  • Community resources for collaborative learning


πŸ“¬ How to Reach Me


β€œThe only limit to our realization of tomorrow will be our doubts of today.”


Feel free to check out my repos for inspiration or collaboration. Star ⭐ your favorite projects if you enjoy them!

Popular repositories Loading

  1. Smart-glasses-Nav-Eye- Smart-glasses-Nav-Eye- Public

    Real-time camera-based OCR and text-to-speech assistant with support for English, Bengali, Hindi, and Tamil. Instantly capture, recognize, and hear printed text using your webcam.

    Jupyter Notebook 1

  2. House-Regression House-Regression Public

    Comprehensive exploratory data analysis of Kaggle's House Prices dataset using Python, pandas, seaborn, and matplotlib. Uncovers pricing patterns, feature relationships, and data insights through v…

    Jupyter Notebook

  3. object-whisperer object-whisperer Public

    Smart visual assistant that sees and speaks! Upload images or use your webcam to detect objects and hear them announced aloud. Perfect for accessibility, education, and AI demonstrations.

    Jupyter Notebook

  4. SerpentineSprint SerpentineSprint Public

    A classic Snake game built with Python's turtle graphics. Control the snake, eat food to grow, and avoid collisions. Features smooth movement, score tracking, and randomized food placement for enga…

    Python

  5. energy-consumption-ml-prediction energy-consumption-ml-prediction Public

    A machine learning project predicting building energy consumption using features like temperature, occupancy, and building type. Includes exploratory data analysis, visualization, and regression mo…

    Jupyter Notebook

  6. Rivu5555 Rivu5555 Public

    My GitHub profile README showcasing my journey in Machine Learning, Data Science, and AI development.