E-Healthcare: Disease Detection

Machine learning-based disease detection system using MERN stack.

  • Built and deployed using MERN stack
  • Integrated with Gradio for ML model deployment
MongoDB Express React Node Python
Automated Segmentation of Microscopy Images

Deep learning models for neuronal cell identification in fluorescent microscopy images.

  • Implemented Efficient-Unet for neuron detection
  • Visualization using Seaborn
Python PyTorch Pillow
Efficient Model for Concrete Cracks Detection

Deep learning models for architectural infrastructure crack detection.

  • Implemented Knowledge Distillation
  • Visualization using SciPy libraries
Python TensorFlow Keras
Code
Face Recognition Based Attendance System

Automated attendance system using facial recognition.

  • Implemented Haar cascade Algorithm
  • Flask-based web interface
Python OpenCV Flask
Code
Climate Change Forecast of Delhi

Time Series Analysis using SARIMAX for climate change prediction.

  • Exploratory Data Analysis
  • Visualization using statistical libraries
Python Scikit-learn
Code
Arduino Based Ambient Light

Monitor backlight system for reduced eye strain.

  • WS2812b RGB Strip programming
  • FastLED library implementation
C++ Arduino
Code