Featured Projects

Pulmonary Embolism Detection

Pulmonary Embolism Detection


AI-powered system for detecting pulmonary embolism with 92.50% accuracy using deep learning.


Accuracy 92.50%
Dataset RSNA STR Pulmonary Embolism Detection
Python PyTorch OpenCV CUDA Tkinter
Pneumonia Detection

Pneumonia Detection Model


pneumonia detection model using chest X-ray images. It includes preprocessing, model training, and a graphical user interface (GUI) for predictions.


Accuracy 87.05%
Model EfficientNet
Dataset RSNA Pneumonia Detection
Python PyTorch Tkinter CUDA NumPy
VR Character Development

Interactive VR Character for a Chatbot


Development of an interactive VR character powered by a sentence similarity model, connected to Groq with lip synchronization.


Framework Unity
Integration Groq API
Model Hugging Face
Unity C# NLP LLM Groq Flask
Image Recognition

Image Recognition with Neural Networks

Implementation of a Multilayer Perceptron for handwritten digit classification using the MNIST dataset.

Type MLP
Dataset MNIST
Python NumPy Mathematics