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samyuktha2005/README.md

πŸ‘‹ Hi! I am Samyuktha.

I am a CS student and developer, passionate about building practical web apps while exploring machine learning and backend systems to solve real-world problems.

πŸ› οΈ My Technology Stack

  • Languages: JavaScript, Python, C, C++
  • Web: React, HTML, CSS, Tailwind CSS, Node.js, Express.js
  • Databases: MongoDB, Firebase, SQLite
  • Tools: Git & GitHub, VS Code, Postman
  • ML Frameworks: TensorFlow, Keras

✨ My Interests

  1. Full-Stack Web Development
  2. Machine Learning and Data Analysis
  3. Data Visualization and Interactive Dashboards
  4. Learning New Frameworks and Libraries to improve productivity

πŸš€ Things I Have Built

  • πŸ›’ Menu Management System (Node.js + MongoDB) – dynamic CRUD and cart system
  • 🌀️ Weather Dashboard (React + Firebase) – real-time weather with clean UI
  • πŸ€– SMS Spam Detection using SeqGan and deep learning pipelines

πŸ† Achievements

  • Built and deployed multiple full-stack projects from scratch.
  • Integrated Firebase and MongoDB for dynamic data handling.
  • Explored deep learning models for practical classification tasks.
  • Continuously learning through building, testing, and iterating.

🎯 Current Goals

  • Master backend deployment.
  • Build dynamic React dashboards with real-time updates.
  • Learn TypeScript and advanced Node.js for scalable projects.
  • Start contributing to open-source projects.

🌱 Learning Philosophy

I believe in learning by building, continuously improving through projects that challenge my understanding while creating something useful for others.

🌐 Socials

Pinned Loading

  1. ForeCast360 ForeCast360 Public

    🌦️ ForeCast360: Weather prediction and forecasting system using time-series deep learning, live weather data, and an interactive dashboard for accurate, accessible forecasts.

    Jupyter Notebook 1

  2. DSA DSA Public

    A full-stack DSA-based timetable generator with a Python backend and React frontend. It applies scheduling algorithms to allocate subjects, teachers, and time slots without conflicts, providing an …

    Python

  3. myrepo myrepo Public

    JavaScript