Segmentation and Defect Models at Gemminis
EoMT on a DINOv3 backbone, fine-tuned with LoRA for semantic and then panoptic segmentation of street scenes, plus the data and evaluation behind sidewalk and road defect detectors.
Sidewalk GPS Correction at Gemminis
GPS noise puts scooter traces in the road or on the sidewalk across the street. I proposed and built a correction that follows the sidewalk network while keeping each trace's…
Airline Passenger Satisfaction
A supervised-learning notebook over a 130k-row airline passenger survey: cleaning, PCA and K-means segmentation, then five classifiers tuned by grid search and compared on accuracy, macro F1 and the train-test…
Brain MRI Scans Using Teachable Machine
Web-based machine learning application for brain MRI scan classification using transfer learning and real-time browser inference.
Design and Implementation of a Pac-Man Game in MC68000 Assembly
This paper presents the design and implementation of a Pac-Man-style videogame developed in MC68000 assembly using the Easy68K environment.
My First Experience at the Ada Byron Contest
My first experience at the Ada Byron contest was one of those things that happened almost by chance. Two friends and I found out about it only about a week…