Dr. Wei LiuSpatial Data & AI Architect
Architecting sovereign multi-agent systems, high-throughput spatial telemetry pipelines, and privacy-preserving AI engines. Founder of Shiny Data Technology and author of technical reference manuscripts on air-gapped agentic computing.
Shiny Data Technology
Enterprise AI & Spatial Solutions
The Polyglot Agent
Building agents that maintain consistency across languages, frameworks, and domains - translating AI textbooks, generating parallel corpus documentation, and ensuring technical accuracy across linguistic boundaries.
Launch Interactive ReaderPublished Manuscripts & Open Guides
Automating the Spatial Web
Hermes in Data Science & Spatial Analytics
Deploying Hermes as a data science copilot for spatial analysis, LiDAR processing, and geospatial visualization - automating ingestion pipelines, generating reproducible Python packages, and synthesizing research literature locally.
The Air-Gapped Enterprise
Local Multi-Agent Systems & Sovereign Architectures
Architecting multi-tenant, privacy-preserving multi-agent systems with RBAC, credential vaulting, audit logging, and air-gapped deployment for regulated industries and sovereign enterprise computing.
The Autonomous Developer: Kanban, Memory, and Muscle
Technical Manuscript & Reference Guide
Technical manuscript by Dr. Wei Liu.
The Polyglot Agent
Automating Technical Translation & Multilingual AI
Building agents that maintain consistency across languages, frameworks, and domains - translating AI textbooks, generating parallel corpus documentation, and ensuring technical accuracy across linguistic boundaries.
Shiny Data Technology AI Solutions
Sovereign, high-performance spatial AI solutions engineered by Dr. Wei Liu for critical infrastructure, clean energy, autonomous forecasting, and industrial safety.
OmniRisk
Global Physical Climate Hazard & CSRD Screening Engine
OmniRisk is an automated TCFD physical hazard assessment & CSRD climate risk disclosure software. Screen any coordinate worldwide down to the property parcel against 10 critical hazard layers concurrently.
MySolarSense
Solar Output Simulation & Financial Prospectus SaaS
High-precision solar yield & financial prospectus model for commercial and residential roofs. Seamlessly integrates high-resolution satellite imagery, Google Solar analytics, and generative AI to produce 20-year investment reports.
ForecastAgent
Zero-Shot Time Series Forecasting SaaS Engine
Enterprise zero-shot forecasting SaaS leveraging pre-trained foundation models. Predicts multi-domain telemetry trends with covariate event overlays (rainfall, ad campaigns, public holidays, health policies).
Construction Safety AI
OSHA-Compliant Edge YOLOv11 + VLM Safety Platform
Two-stage visual auditing pipeline anchoring local edge detection (YOLOv11) with cloud visual logic (Azure OpenAI GPT-4o) to eliminate VLM hallucinations and monitor site compliance, PPE failures, and machine proximity hazards.