Particle Type Prediction Using High Energy Gamma Radiation Data

Applied supervised learning to predict particle types from high-dimensional gamma radiation sensor data.

Airline Sentiment Analysis Using NLP

Performed sentiment classification on airline-related reviews using NLP preprocessing and supervised learning.

Mobile Phone Price Categorizer Using ML

Designed a multi-class classifier to predict mobile phone price ranges based on technical specifications.

Moving Object Detection |

Designed and implemented a computer vision system using background subtraction and motion tracking algorithms to detect and highlight moving objects in video feeds.

IoT-Based Smart Sewage Monitoring System

Designed a real-time IoT system for monitoring sewage levels and generating alerts using embedded sensors and microcontrollers.

NLP-Based Email Spam Filter

Built a text classification model using NLP techniques to accurately identify and filter spam emails.

Diabetic Retinopathy Detection using AI

Developed a CNN-based deep learning model to classify retinal images for multiple stages of diabetic retinopathy detection. Experimented with multiple pre-trained models (transfer learning) to assess accuracy and evaluated model performance