Projects
Things I've built, am building, or am tinkering with.
BCA Detect Project
Breast cancer detection using CNNs and computer vision on cytology slide data from the GDC, in collaboration with NUS researchers.
View project →Pulmonary Embolism Detection (CT Scan 3D)
Detecting pulmonary embolism in 3D CT scans using deep learning — comparing 3D CNNs, ViT-LSTM, and CNN-LSTM architectures.
View project →DistributedMacInference
Distributed LLM inference across multiple Mac machines using llama.cpp's RPC backend to pool Apple Silicon compute.
View project →Vibe Hackathon Platform
A full-stack platform for running coding hackathons — spin up 1-100 cloud-based VS Code instances on AWS, each pre-configured with AI coding assistants.
View project →APCTrevorBot
A voice-enabled AI assistant combining ASR, RAG pipelines, and AWS Bedrock for intelligent knowledge-base Q&A.
View project →AWS Amplify Application
Demo application showcasing AWS Amplify, built for a live demo at LLI.
View project →Chinese Debate Timer
A clean timer page for Chinese debate rounds, built with vanilla HTML, CSS, and JavaScript.
View project →marcushadow.github.io
My personal blog — the site you're looking at right now. Built from scratch with Jekyll, custom CSS, and a dark futuristic theme.
View project →noobmaster69game
A browser-based gaming platform featuring multiple classic arcade games, built with vanilla JavaScript, HTML, and CSS.
View project →