AI & Research Lab
Public Hugging Face repository of interactive spaces, models, and compliance tools
Executive Architecture Summary
A professional portfolio of open-source models, curated datasets, and interactive AI demonstration environments hosted on Hugging Face.
[01 // THE CHALLENGE & PROBLEM SPACE]
Scientific machine learning applications require complete transparency, data-card compliance, and interactive validators to prevent performance leakage.
[02 // SYSTEM ARCHITECTURE & TOPOLOGY]
Client-side browser applications (Pyodide/Vanilla JS) connected to GitHub workflows for instant code-state synchronization and zero compute cost.
Technical Implementation & Engineering Approach
Designed and deployed the Research Reproducibility Auditor Space running zero-server client-side dataset verification.
Packaged interpretable deforestation risk prediction model baselines for Gia Lai Province, Vietnam.
Configured automated GitHub Actions workflows using HF_TOKEN secret mapping repository states to Hugging Face Spaces.
Constructed synthetic material passport datasets for RubblePass cleantech simulations.
[03 // VERIFIED ENGINEERING OUTCOME & IMPACT]
Created a fully compliant AI portfolio featuring a live dataset auditor, deforestation models, and synthetic datasets.