Projects
Face Mask Detection System
A real-time computer vision application that detects whether a person is wearing a face mask using a Convolutional Neural Network (CNN) and live webcam input
PythonCNNOpenCVTensorFlowHaar Cascade Face DetectionStreamlitstreamlit-webrtcNumPyPandasDockerRailwayHugging Face Spaces
Potato Diseases Classifier
A cloud-deployed deep learning web app that detects potato leaf diseases using a TensorFlow model served through a FastAPI API and a React frontend
Deep LearningCNNTensorFlowPythonFastAPIUvicornPillowNumPyRender (API hosting)ReactREST APIVercel (frontend deployment)
Video based Object Detection, Tracking and Bi-directional Counting
Video based person detection using YOLOv8, tracking with unique IDs and bi-directional counting
PythonOpenCVUltralytics YOLOv8DeepSORT / Custom TrackerStreamlitFFmpegStreamlit Cloud (Deployment)Performce Optimization
Face Analysis System (Coming Soon...)
Face Analysis System
CNNDeep LearningStreamlit
Multimodal Vision-Language System (Image Captioning + VQA)
An end-to-end multimodal AI system that generates natural language descriptions of images and answers user questions about visual content using deep learning vision-language architectures
PyTorchNLTKCNN EncoderLLMTransformer DecoderGradioBLEUHugging FaceComputer VisionNLP
MW Radio Network RAG System
A system that answers real telecom operational questions using EMS report data
OpenAILangChainLLMFAISSRAG