Active Research
A self-evolving software platform that can inspect, modify, test, and improve source code while preserving user ownership and control.
C#RoslynLocal LLMsSelf-modification
ENGINEERING • CREATIVE PRACTICE • HUMAN IMPACT
Building technology for the unexpected future.
Unexpectech explores practical, responsible innovation across artificial intelligence, medicine and health, education, and arts.
4Areas of work
ConnectedProjects & experiments
1Shared mission
OUR FOCUS
Areas of Work
Unexpectech is organized into four connected areas: Artificial Intelligence, Medicine & Health, Education, and Arts.
01020304
Artificial Intelligence
Adaptive software, intelligent agents, context-aware systems, and human-AI collaboration.
Self-evolving softwareIntelligent agentsPerson-centered AICreative AI
Explore area →Medicine & Health
Longitudinal health context, traceable records, veterinary continuity, and grounded AI assistance.
SmartMatrixAnimal careHealth data and context
Explore area →Education
Project-based learning across software, robotics, games, 3D design, and AI-supported creative work.
Software and web developmentGame developmentRoboticsLearning labs
Explore area →Arts
Visual art, music, creative technology, and cross-media experimentation connected to education and AI.
Visual art and drawingMusic and soundCreative technologyArt in education
Explore area →CURRENT WORK
Featured / Current Work
Major independent and cross-area projects.
EducationAI
IAm - Intelligent Agent Manifested
A persistent-agent research initiative spanning physical robotics, virtual environments, and conversational interfaces. PiDog Lab is the physical experimentation environment inside IAm.
RoboticsAgentsEmbodied AIEducation
EducationMedicineAI
rAIn
Person-centered AI around persistent personal context, authorized support networks, semantic memory, learning context, health context, explainability, and data sovereignty.
Persistent contextExplainabilityData sovereigntySupport network
Medicine
SmartMatrix
A functional prototype that represents the Functional Medicine Matrix as structured, editable information with REST experimentation and longitudinal research direction.
Functional medicineStructured dataREST
LEARNING LABS PREVIEW
Projects built through teaching, experimentation, and collaboration with students.
EducationArtsAI
A Travel from 2D to 3D
A travel from 2D to 3D through drawing, storytelling, and 3D workflows.
Blender2D to 3DStudent project
EducationArts
3D Gallery
Reusable 3D gallery tool for showcasing creative models and interactive scenes.
3DCreative technologyReusable tool
EducationArtsAI
Interactive Music Studio
Student full-stack browser music project with AI-assisted lyrics.
Music creationBrowser audioStudent project
EducationArts
Deathly Mansion
Playable mystery game refined through repeated testing and iteration.
Game developmentStudent project
UNEXPECTECH
Technology should adapt to people, not the other way around.
Our work connects artificial intelligence, software, health, education, and creative practice to build technology that stays practical, understandable, and owned by the people who use it.
Human-centeredResponsible AIOpen explorationPractical outcomes