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Sourik-10/README.md

Typing SVG

Coding

👨‍💻 About Me

  • 🎓 B.Tech IT @ Netaji Subhash Engineering College, Kolkata (2026)
  • 🔭 Currently building End-to-End ML Pipelines & AI-integrated Web Apps
  • 🧠 Skilled in Python · SQL · Machine Learning · MERN Stack
  • 📊 Passionate about Data Analysis, Predictive Modeling & MLOps
  • 🏆 Job-Ready Data Science certified — CodeWithHarry (Jun 2026)
  • 📍 Based in Howrah, West Bengal, India
  • 📫 Reach me at ghoshsourik.48@gmail.com

🛠️ Tech Stack

Data & ML

Python Pandas NumPy Scikit-learn XGBoost Matplotlib Jupyter

Web Dev

React Node.js Express MongoDB TailwindCSS Next.js

Tools & Platforms

MySQL Flask DVC Git GitHub Actions Vercel OpenAI

🚀 Featured Projects

Project Stack Links
🏆 FIFA World Cup 2026 Prediction — ML models on 40K+ historical fixtures, Monte Carlo simulation across 10K iterations, feature importance analysis Python · Scikit-learn · Pandas · Seaborn GitHub
⚙️ End-to-End ML Pipeline — 6-component MLOps system, 6 regression models benchmarked with GridSearchCV, Flask deployment + GitHub Actions CI/CD Python · XGBoost · CatBoost · DVC · Flask GitHub
✍️ AutoBlog — AI blogging platform with OpenAI API, JWT auth, role-based content management, MVC architecture React · Node.js · MongoDB · OpenAI API Live ↗
💬 Vibely — Real-time chat + one-on-one video calling, Socket.IO + Stream SDK, HTTP-only JWT auth React · Node.js · Socket.IO · MongoDB Atlas Live ↗

📊 GitHub Stats

🏅 Certifications

  • 📜 The Ultimate Job Ready Data Science Course — CodeWithHarry (Jun 2026)
  • 📜 Complete 2025 Python Bootcamp: Learn Python from Scratch — CodeWithHarry (Jan 2026)

🤝 Connect With Me

LinkedIn GitHub Gmail LeetCode

profile views

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  1. Real_Estate-Website Real_Estate-Website Public

    Real Estate Website is a responsive front-end project built with HTML, CSS, and JavaScript, designed to showcase property listings for buying, selling, and renting. It features a modern UI with pro…

    JavaScript

  2. PrismAI PrismAI Public

    QuickAI is a full-stack AI web application built with a modular client–server architecture. The project is primarily developed in JavaScript, with the frontend and backend kept in separate folders …

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  3. Vibely Vibely Public

    Vibely a Realtime chat & video calling application

    JavaScript

  4. Myntra_Clone Myntra_Clone Public

    Myntra Clone is a front-end e-commerce website replica of Myntra, built using HTML, CSS, and JavaScript. It features product listings, filters, a shopping cart, and a simulated checkout process — a…

    JavaScript

  5. AutoBlog AutoBlog Public

    AutoBlog is a modern blogging platform built with MERN stack that allows creators to easily write, manage, and publish blogs. With integrated AI-powered content generation, users can generate blog …

    JavaScript

  6. Fifa-world-cup-2026 Fifa-world-cup-2026 Public

    🏆 Machine Learning model to predict the FIFA World Cup 2026 winner using historical match data, FIFA rankings & Monte Carlo simulation.

    Jupyter Notebook