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subs-cantcode/README.md

Hey, I'm Suban or subs-cantcode 👋

Data Science Analytics student. Building real projects with Python, SQL, and ML. Working towards freelance data work — one pipeline at a time.

What I'm building with

Python Pandas SQL Streamlit Plotly

What I work with

Python SQL Pandas Scikit-learn Streamlit Jupyter

Projects

Data-Driven Social Engagement Initiative A 7-module analytics pipeline for UNILOX — YouTube API collection, NLP sentiment analysis, virality modelling, A/B testing, and an interactive Streamlit dashboard. Built to decode what makes content genuinely relatable. Python NLP TextBlob Streamlit YouTube API Statistical Modelling

GitHub Star Predictor AI End-to-end ML pipeline that fetches live data from the GitHub API and trains a Scikit-learn model to forecast repository popularity. Features a real-time interactive Streamlit interface. Python Scikit-learn GitHub API Streamlit Machine Learning

Walmart Sales Prediction ML project predicting Walmart weekly sales using Linear Regression — data preprocessing, feature engineering, model training and evaluation on real retail data. Python Jupyter Linear Regression Feature Engineering

Relational SQL Bike Analytics A purely relational SQL analytics project — multi-table JOINs, aggregate functions, retail performance evaluation, customer distribution analysis, and zero-stock inventory metrics. SQL Relational Databases Analytics

Right now

  • 📊 Grinding LeetCode SQL 50 — window functions, self-joins, aggregate logic
  • ⚙️ Learning JavaScript + React to build data products independently
  • 🔍 Open to freelance data analytics projects

Connect with me:

Open to freelance projects, collabs, or just talking data.

LinkedIn Email

Pinned Loading

  1. credit-card-fraud-detection-ml credit-card-fraud-detection-ml Public

    Unsupervised credit card fraud detection using Isolation Forest on an imbalanced transaction dataset.

    Jupyter Notebook

  2. github-star-predictor-ai github-star-predictor-ai Public

    An end-to-end Machine Learning pipeline that fetches live data from the GitHub API and trains a Scikit-Learn predictive model to forecast repository popularity, featuring a real-time interactive St…

    Python

  3. the-data-driven-social-engagement-initiative the-data-driven-social-engagement-initiative Public

    The project’s goal is to replace creative guesswork with an evidence-based analytics ecosystem that identifies, measures, and optimizes content that fosters deep human connection and problem awaren…

    Python

  4. walmart-sales-prediction walmart-sales-prediction Public

    A machine learning project focused on predicting Walmart weekly sales using Linear Regression. This project demonstrates data preprocessing, feature engineering, model training, and evaluation usin…

    Jupyter Notebook