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6 followers · 6 following

Achievements

Achievement: Pull SharkAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: Quickdraw

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raw9k/README.md

Typing SVG

 Who Am I

name: Rounak Kumar
degree: Integrated MSc. Quantitative Economics & Data Science
university: BIT Mesra
role: Joint President — Data Science Society
focus: Production-grade ML systems, statistical modeling & MLOps
deploys_with: [Docker, GitHub Actions, Azure, Render, Vercel]
currently_learning:
  - AI Agents & Agentic Workflows
  - LLMOps & AIOps
motto: "Ship models, not just notebooks."

coding gif

Tech Arsenal

💻 Languages

Python R SQL C++

🤖 ML / Data Science

Scikit-learn TensorFlow PyTorch Keras LightGBM CatBoost XGBoost Pandas Seaborn OpenCV

🔧 Backend & Databases

Flask FastAPI Streamlit MongoDB MySQL

☁️ MLOps & Cloud

Docker GitHub Actions Azure AWS MLflow Comet ML Kubernetes Jenkins Git Linux

📊 Data Analytics & BI

Power BI Snowflake

Featured Projects

🎌 Hybrid Anime Recommendation System

 

Scalable hybrid recommendation system processing 70M+ user–anime ratings, combining collaborative & content-based filtering with Keras embeddings and Azure Blob Storage ingestion.

🛡️ Network Security System

 

Production-grade anomaly & phishing detection with MongoDB Atlas ingestion, schema validation, MLflow experiment tracking & real-time prediction via FastAPI.

🧠 Student Performance Predictor

 

End-to-end pipeline forecasting student scores (R² ≈ 0.87) with automated ingestion, quality checks, feature engineering & CI/CD to Azure Web App with drift-ready hooks.

🪪 UIDAI Hackathon 2026

End-to-end ETL pipeline consolidating ~44 lakh Aadhaar Enrolment & Update records (NIC split CSVs) into an analysis-ready source of truth, with geography standardization, deduplication, KPI engineering, and an interactive Power BI dashboard for district-level decision-making.

Coding Stats

Streak Stats


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  1. UIDAI-hackathon-2026 UIDAI-hackathon-2026 Public

    Forked from apooorv19/UIDAI-hackathon-2026

    Official repository for Team UIDAI 4732. A comprehensive data analysis solution for the UIDAI Data Hackathon 2026.

    Jupyter Notebook 1

  2. hybrid-anime-recommender hybrid-anime-recommender Public

    Built an end-to-end hybrid anime recommendation system that ingests and preprocesses millions of user-anime ratings from Azure Blob Storage, trains an embedding-based neural network with collaborat…

    Jupyter Notebook 1

  3. network-security-system network-security-system Public

    The Network Security System is an end-to-end phishing detection pipeline built with FastAPI and modular ML components. It allows users to either: Upload a CSV file for batch phishing detection (res…

    Python 1

  4. students-performance-ml students-performance-ml Public

    Interactive ML web app that predicts student math scores from academic and demographic data. Features a modular end-to-end pipeline, multiple regression models with hyperparameter tuning, and a Fla…

    Jupyter Notebook 1

  5. Algerian-Forest-Fire-Linear-Regression-Project Algerian-Forest-Fire-Linear-Regression-Project Public

    This project uses machine learning to predict the Fire Weather Index (FWI) in Algerian forests based on meteorological and environmental features. Built with Flask, it provides a user-friendly web …

    Jupyter Notebook 1

  6. DSA-Practice DSA-Practice Public

    A curated collection of Data Structures & Algorithms problems I’ve solved, with clear explanations and optimized solutions in Python. This repo serves as a personal archive for practice, revision, …

    Jupyter Notebook 1