GGF Research

Applied innovation
for real-world impact.

Our research feeds directly into products that serve real communities. We partner with universities, institutions, and industry leaders to advance applied research across AI, identity systems, education, and digital transformation.

Research Areas

Artificial Intelligence

Applied AI research powering MiraStyle's styling engine, recommendation systems, and virtual try-on. We study how AI can understand personal identity, predict style preferences, and generate contextual fashion advice.

Style embedding models
Identity-aware recommendations
Computer vision for fashion
Natural language styling interfaces
Trend prediction and analysis

Identity Management

Digital identity systems that understand who you are across contexts — style, learning preferences, professional trajectory. Building the infrastructure for personalized digital experiences.

Digital twin architectures
Privacy-preserving personalization
Cross-platform identity
User embedding systems
Behavioral modeling

Education Technology

Research into adaptive learning, tutor-student matching, and curriculum personalization for Learning for Kids — making quality education accessible regardless of geography or economic status.

Adaptive learning algorithms
Tutor-student matching models
Cross-cultural curriculum design
Learning progress analytics
Engagement optimization

Digital Transformation

Studying how traditional economic sectors — agriculture, healthcare, local manufacturing — can be elevated through digital infrastructure, AI, and collaborative platforms.

Sector-specific digital frameworks
Small business technology adoption
Cross-sector data integration
Impact measurement systems
Scalable digital platforms

Target Sectors

Digital technology must permeate every economic sector. Our research targets these domains for transformation:

Healthcare

Education

Finance

Agriculture

Manufacturing

Security

University Partners

We collaborate with leading institutions to bridge the gap between academic research and real-world product development.

Mohawk College of Applied Arts and Technology

Hamilton, Ontario

Applied technology research and workforce development

Seneca Polytechnic

Toronto, Ontario

Digital innovation and cross-disciplinary research

triOS College Business Technology Healthcare

9 Campuses, Ontario

Business technology and healthcare innovation

Research with purpose.

If you're a researcher, academic institution, or industry partner interested in collaborating with GGF, we'd love to hear from you.