01
Research Depth
Start from the right technical question.
Founder-led research expertise shapes the model, data, and system strategy before engineering begins.
AI · Cybersecurity · Trustworthy AI
MELIQ · Research-driven AI
Intelligence
beyond limits.
Advanced AI for healthcare and security—built for environments where accuracy, reliability, and trust are non-negotiable.
Why MELIQ
From frontier research
From frontier research
to systems that work.
MELIQ is built for problems where a generic AI stack is not enough. We combine scientific depth, domain-specific engineering, and deployment discipline to turn advanced AI into reliable systems for healthcare and security.
Founder-led technical direction
University of Florida × Hanoi University of Science and Technology
02
Custom Engineering
Build around the real workflow.
We adapt models, data pipelines, evaluation, and system architecture to the operating environment—not the other way around.
Models · Data · Integration
03
High-Stakes Validation
Engineer for trust, not just accuracy.
Reliability, robustness, privacy, explainability, and operational risk are evaluated before the system reaches production.
Robustness · Privacy · Risk
04
Production Delivery
Stay with the system after launch.
MELIQ connects research decisions to deployment, monitoring, and continuous improvement so the system keeps working in the real world.
Deploy · Monitor · Improve
Our Focus
AI for the systems
AI for the systems
that matter most.
We focus on healthcare and security—domains where accuracy, reliability, and trust are essential.
MELIQ
AI
CORE
01
AI for Healthcare
Smarter hospitals.
Better care.
Transform operations and clinical decisions with end-to-end AI.
Explore Healthcare ↗02
AI for Security
Defend with AI.
Defend AI.
Intelligent defense for cyber systems. Security engineered for AI.
Explore Security ↗
HEALTHCARE
SECURITY
What We Do
From ambition
From ambition
to AI in production.
MELIQ combines deep technical execution with strategic design—from the first idea to a system that works in the real world.
01
BUILD
Advanced AI Solutions
We design, develop, and deploy custom AI products and platforms for complex operational problems.
DesignProblem & data
BuildModels & systems
DeployReal workflows
ImproveMonitor & optimize
BUILD
Start a project↗
02
ADVISE
AI Consulting & Solution Design
We help organizations identify where AI creates value and design the right architecture before they invest at scale.
DiscoverHigh-value use cases
ArchitectDesign the AI stack
ValidatePoC & risk testing
ScaleRoadmap to production
ADVISE
Talk to our experts↗
Founders
Scientific leadership
Scientific leadership
at the core.
MELIQ was founded by researchers with deep experience in artificial intelligence, cybersecurity, and high-trust AI systems.
TM
Prof. My T. Thai
University of Florida
Leading research across AI, cybersecurity, intelligent systems, and next-generation security technologies.
PL
Assoc. Prof. Nguyen Phi Le
Hanoi University of Science and Technology
Advanced AI research and development of high-impact systems for real-world applications.
Build with MELIQ
Build AI systems that create measurable impact.
From strategy and architecture to full-scale deployment, MELIQ helps organizations build AI that is advanced, secure, reliable, and ready for real-world use.