ANGEL MaaS Agents Platform
Advanced Model Integration System with Automated Data Analysis.
Seamlessly access our research group's computational models and analyze data from Singapore's Open
Data Portal.
Available Models
Our research group's representative computational models accessible through MCP servers
MedRAG
Knowledge Graph-Enhanced Medical RAG for precise diagnosis and personalized treatment recommendations
Active
Locality-Aware Gait Encoding
Self-supervised person re-identification using 3D skeleton data with 15-40% accuracy improvement
Active
SPA Test-Time Adaptation
Versatile framework adapting models to out-of-distribution data across classification, detection, and segmentation
ActiveNLP Processor
Natural Language Processing
ActiveOptimization Engine
Operations Research
ActiveNetwork Analyzer
Graph Analytics
ActiveSingapore Use Cases
Practical applications leveraging local data for real-world impact
Smart City & Urban Planning
Government Agencies & Urban Planners
Extract and analyze data from Singapore Open Data Portal to optimize traffic management, improve sustainability, and enhance quality of life for residents.
- Traffic flow optimization
- Public transport efficiency analysis
- Urban heat island monitoring
- Green space utilization studies
Public Health & Safety
Healthcare Agencies & Researchers
Monitor health trends, predict outbreaks, and visualize healthcare infrastructure needs using local health data and advanced predictive models.
- Disease outbreak prediction
- Healthcare resource allocation
- Public health policy impact analysis
- Emergency response optimization
Business Intelligence
Local Enterprises & Startups
Analyze market trends, consumer behavior, and competitive dynamics using data from EDB and other local business intelligence platforms.
- Market trend analysis
- Consumer behavior insights
- Competitive landscape mapping
- Investment opportunity identification