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kurupashwin482-web/README.md

Hi, I'm Ashwin Kurup 👋

Machine Learning & Software Development

I enjoy building practical machine learning models and full-stack applications, with a focus on turning ideas into useful software.


🚀 Featured Projects

🧠 Heart Disease Predictor

A machine learning application that predicts the likelihood of heart disease using clinical features.

Tech: Python · KNN · Machine Learning · Data Preprocessing


📋 Procrastination Task Manager

A gamified task management web application designed to help users organize tasks, meet deadlines, and stay motivated.

Tech: Next.js · React · TypeScript · Firebase


✍️ Next Word Predictor

An LSTM-based deep learning application that predicts the next word in a sequence using natural language processing techniques.

Tech: Python · LSTM · Deep Learning · NLP


🛠️ Technologies

Languages

Python · JavaScript · TypeScript

Machine Learning & AI

Machine Learning · Deep Learning · NLP · KNN · LSTM

Web Development

React · Next.js · Tailwind CSS · Firebase

Tools

Git · GitHub


🎯 Currently Learning

  • Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Full-Stack Development
  • Building and deploying practical AI applications

Popular repositories Loading

  1. procrastination-task-manager procrastination-task-manager Public

    A gamified task management web app designed to help users overcome procrastination through deadlines, difficulty levels, and reward points.

    TypeScript

  2. Heart_Disease_Predictor-ML-model---1- Heart_Disease_Predictor-ML-model---1- Public

    Python

  3. Next-Word-Predictor Next-Word-Predictor Public

    My first DL model

    Python

  4. kurupashwin482-web kurupashwin482-web Public

  5. Movie_recommendation-v1 Movie_recommendation-v1 Public

    Python

  6. Aura-Check Aura-Check Public

    End-to-end student wellness ML project using data cleaning, preprocessing, EDA, Random Forest classification, hyperparameter tuning, and model evaluation, deployed with FastAPI and a modern web fro…

    Jupyter Notebook