Projects
A collection of my work in Machine Learning, Full-Stack Engineering, and More.
Featured Work
Highlighting Key Research & Development
MSX-Sentinel: Anatomically-Aware Diagnostic Framework
A multi-stage AI pipeline bridging high-performance computing (HPC) and Clinical VLMs to automate pathogen detection and host-response analysis in aquaculture.
DeckAssembler: Professional Slide Orchestrator
A robust, asynchronous platform for merging disparate presentation formats (PDF/PPT/PPTX) into high-fidelity, unified decks using an optimized worker-queue architecture.
Forensic Audit: Synthetic Data Reliability
A professional MLOps investigation using Neural Networks and Bayesian Optimization to uncover fundamental flaws in a widely-used synthetic financial dataset.
HIL: Interactive Segmentation & Validation
A Human-in-the-Loop pipeline that leverages a hybrid Watershed-SAM approach to accelerate pixel-level medical annotations and model retraining.
PokeExplore
A Pokémon Go-inspired mobile application featuring real-world GPS exploration, dynamic encounters via PokéAPI, and a nostalgic GBA-style interface.
UPEI Climate Action Website
A dynamic, high-performance community hub for the UPEI Climate Action Association, featuring headless content management and automated newsletter workflows.
Personal Portfolio
Personal portfolio website built with Next.js 14, TypeScript, and Tailwind CSS.
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