projects.
archiMorph – AI Floor Plan Generator(FYP)
ongoingTech Stack:
GANs, VAEs, GNNs, Next.js, Python, PyTorch, Flask
Description:
An AI-powered system that generates 2D interior floor plans from scratch using deep learning (GANs, VAEs, GNNs). Integrates external APIs like Google Maps and weather data for contextual layout generation.
BrainBox – A Collaborative Learning Hub
Tech Stack:
MERN Stack, OAuth, Google Drive API, Zoom API
Description:
A full-stack education platform offering role-based access for students, teachers, and admins. Features integration with Google Drive and Zoom for seamless collaboration.
WeatherBot – Real-Time Weather Updates
Tech Stack:
HTML, CSS, OpenWeatherMap API, Bot API
Description:
A lightweight weather bot that provides users with real-time weather updates for any city via an automated chat interface.
Movie Recommendation System(Backend Only)
Tech Stack:
MongoDB, Express.js, Node.js
Description:
A backend-only movie recommender built using content-based filtering. Users get movie suggestions based on similarity in genres and descriptions.
PawPrint – AI Dog Breed Classifier
Tech Stack:
Python, Flask, CNNs, Transfer Learning, Deep Learning
Description:
An image classifier using convolutional neural networks to detect and identify dog breeds with high accuracy using transfer learning techniques.
Health Analytics and Reporting Service
Tech Stack:
React, Tailwind CSS, Node.js, Express.js, React Vite
Description:
A data-driven web app to upload patient data (CSV), visualize analytics, and auto-generate PDF reports with insights.
Feature Selection using Genetic Algorithm
Tech Stack:
Python, Scikit-learn, Genetic Algorithm, Machine Learning
Description:
Implements a Genetic Algorithm to optimize feature selection for machine learning models, improving accuracy and performance.
More projects coming soon! Check out my GitHub for the latest updates.