My Projects
Web applications and backend systems first, with AI integrated where it adds value
Ensemble ML for Cardiovascular Disease
Using multiple models to classify cardiovascular disorders by analyzing EKG waves.
Traffic Sign Detection
Traffic-sign detection using YOLO11 Nano, with augmentation tooling for brightness, contrast, horizontal flips, rotations, and Gaussian-noise injection. The documented training pipeline also includes random spatial translation (±10%).
A Gradio interface implements image, video, and webcam inference. The project explores lightweight detection under resource constraints, with source code available for inspecting the preprocessing, training, and inference workflows.
Manufacturing Intelligence OS for Factories
An AI-native manufacturing intelligence platform for factories, combining operational data, analytics, and natural-language access to factory information.
Customer Relationship Management
A CRM system to streamline how organizations interact with their customers. Built with FastAPI.