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AI & Tools2026 – PresentLead Developer

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.

Deployed Technologies & Methods

Hugging Face SpacesGradioPyodide WASMStatic Web ToolsGitHub ActionsMachine Learning Quality & Compliance