Giorgio HuangAging Knowledge Graph
An open, evidence-traceable knowledge system for healthy aging — combining structured knowledge, vector search, REST + MCP APIs, natural-language retrieval, and AI-powered curator and reviewer agents.
Senior Software Engineer · Halifax, Canada
Building software for complex domains.
Enterprise software·AI-powered applications·Knowledge systems
15+ years designing and building software, APIs, enterprise integrations, payment platforms, and cloud-based systems. Today, I build independent projects at the intersection of software engineering, AI, healthcare, and knowledge.
Enterprise Software→
Complex Integrations→
Wearable & Connected Technology→
AI & Workflow Automation→
Knowledge Systems→
Health & Public-Interest Technology
What I Build
From enterprise systems to knowledge and AI.
Six areas where my work is concentrated — grounded in nearly two decades of shipping production software, and now extending into AI, automation, and knowledge systems.
01
Enterprise Software
Scalable applications, APIs, and business platforms built to run in production.
02
Complex Integrations
Connecting payment systems, financial institutions, POS platforms, mobile apps, and third-party services.
03
AI & Workflow Automation
Applying AI agents and LLMs to automate knowledge work, business processes, and operational workflows.
04
Knowledge Systems
Structured knowledge, search experiences, knowledge graphs, and evidence-traceable information platforms.
05
Wearable & Connected Technology
Software and cloud platforms for connected devices, mobile applications, and technology designed to support people in the real world.
06
Health & Public-Interest Technology
Applying software engineering, AI, and data to healthcare, aging, public policy, and research.
Selected Projects
Knowledge Graph · AI Agents
Research Platform · Data Engineering
Knowledge App · Visualization
Independent systems I'm building now.
Three live applications, each backed by an open codebase — structured knowledge, vector search, MCP, and AI agents applied to real domains.
Aging Policy Lab
A data-driven research platform for studying healthy-aging policy across Canada — public data, policy documents, structured research workflows, a composite indicator index, and AI-assisted analysis.
Evidence-Informed Acupressure Learning Assistant
An evidence-informed, multilingual knowledge application combining structured medical knowledge, symptom-to-point search, interactive 2D/3D visualization, and A–D evidence grading.
In Progress
Research Platform · Governance & Consent
A trust-first platform for healthy-aging research.
My most recent build — where knowledge systems, AI, and health meet serious engineering and governance.
Healthy Aging Digital Intervention Research Platform
A research platform for digital interventions in healthy aging, built around participant control, consent, and honest wording — a permission engine, an eighteen-module architecture with enforced boundaries, and MCP integration with the Aging Knowledge Graph. A conceptual prototype on synthetic data only: no ethics approval, no real participants.
Knowledge Applications
A small ecosystem for working with structured knowledge.
Applications for exploring, learning, and interacting with structured knowledge — sharing a common approach to evidence, retrieval, and clean interfaces, and increasingly connected to one another over MCP.
ACU
Knowledge Exploration
Interactive exploration of a structured medical knowledge base — search, browse, and 2D/3D visualization.
acu.icareu.cc ↗ ACPKnowledge & Research Platform
A structured platform for policy knowledge, indicators, and evidence-based research workflows.
acp.icareu.cc ↗ ACKAI-Assisted Knowledge
An evidence-traceable knowledge graph with natural-language search and AI curation agents.
ack.icareu.cc ↗ ACIDigital Intervention Research
A consent-first research platform for healthy-aging interventions, building on the knowledge graph over MCP. In-progress prototype (synthetic data).
aci.icareu.cc ↗
About
An experienced engineer, still building.
I began my career as a software engineer and have spent 15+ years building enterprise software, payment systems, APIs, and cloud platforms. Today, I build independent projects at the intersection of software engineering, AI, healthcare, aging, and public policy.