Projects

JTADC-Net — Noise-Robust Gallbladder Disease Classification

A GAN-assisted Vision Transformer framework for robust gallbladder ultrasound classification under noisy acquisition conditions, packaged as a real-time medical image classification web app with deployment support. Basis of my first-author manuscript of the same name.

Python TensorFlow Vision Transformer GAN Medical Imaging

GitHub Live Demo

TruthLayer-Gemma4 — Trustworthy Vision-Language AI

Exploration of reliability, hallucination reduction, and verification strategies in multimodal vision-language systems, investigating trustworthy AI methods for safer and more interpretable inference.

Python Vision-Language Models Trustworthy AI Hallucination Detection

GitHub

ATmega Neural Network — Digit Recognizer

A lightweight neural network for digit classification running on an ATmega microcontroller, built with optimized integer computation and memory-efficient TinyML inference pipelines for constrained embedded environments — no OS, no ML framework.

Embedded C Python ATmega TinyML Edge AI

GitHub

Football Club Logo Detection

Real-time football club logo detection and classification using YOLOv8 object detection. Covers custom dataset preparation, annotation, training, and an end-to-end inference pipeline.

Python YOLOv8 Object Detection Computer Vision

GitHub