edwardji
.dev
Online
EJ
Resume
Projects
edwardji.dev
📍You Are Here
19 Apr 2026 - Present
A conversational portfolio rebuilt for the LLM era.
Svelte
TypeScript
RAG
Portfolio
Test Cards Extension
Solo project
Jul 2023 - Present
A browser extension for inserting test card numbers during development, built with Svelte.
Registration-free Virtual Staining
Honours research
Feb – Nov 2025
A registration-free generative model that predicts IHC biomarkers directly from H&E whole-slide pathology images, which outperformed four baselines on cell-level pathology metrics.
Python
PyTorch
Deep learning
Computer vision
Research
Rest2Visual
Predicting visually-evoked fMRI from resting-state scans
Dec 2024 – Nov 2025
Predict how the brain will respond to visual stimuli based on resting-state fMRI data with a 3D encoder-decoder network,
Python
Computer vision
Research
Neuroimaging
Essentials of Microeconomics
Solo project
Jul – Nov 2023
Interactive Python web app that visualises key microeconomics concepts using symbolic mathematics. Built with Shiny.
Python
Shiny
Data visualisation
Symbolic math
Matcha
Hackathon team
Aug 2023
AI-powered team matching app built at the 2023 SYNCS Hack. Won Second Place ($1,500). Self-hosted NLP APIs in Docker for a live demo within 24 hours.
Hackathon
NLP
Docker
Svelte
Decision Royale
Frontend & core
Aug 2022
Decision-making web app built at the 2022 SYNCS Hack. Won Best UI/UX and People's Choice ($2,400). Frontend and core in React within 24 hours.
Hackathon
React
JavaScript
UI/UX
tokens don't grow on trees