I help move products from an idea or operational problem to a functioning, documented, user-ready system.
Capabilities
Product work shaped by real implementation
Each area reflects practical work completed while developing, documenting, and deploying Luka Bear and its connected platforms.
01
AI product strategy
Defining practical AI products around human workflows, safety, and measurable usefulness.
Product definition and use casesConversational workflowsPrompt and response architecturePersonalization systemsAI feature prioritizationSafety and limitation languageHuman-centered AI design
02
Assistive technology and digital health
Designing non-medical tools for aging, dementia caregiving, daily routines, and person-centered support.
Aging and dementia technologyCaregiver-support toolsIDD and HCBS considerationsPerson-centered designIndependence and routine supportFacility and home deployment models
03
Web and application development
Building the interfaces and connected systems that turn product ideas into usable services.
Responsive websites and web applicationsCaregiver dashboardsAdministrative portalsAccount and profile systemsAPIs and third-party integrationsCloud-connected workflowsWordPress and custom development
04
Product architecture
Connecting requirements, roles, data, software, hardware, and operations into one coherent product.
Requirements gatheringFeature architecture and roadmapsUser roles and data flowsSoftware-hardware integrationTesting workflowsDeployment planning
05
Privacy and compliance documentation
Organizing credible product documentation without presenting legal or certification services.
Intended-use statementsPrivacy policies and consent flowsData-retention modelsAccess-control documentationTechnical and certification filesBAA-ready documentationProcurement materials
06
Implementation and reimbursement readiness
Preparing pilots, deployments, evidence, and program-facing materials for real operating environments.
Funding-pathway researchHCBS and assistive-technology positioningPilot and trial designOutcomes collectionCaregiver-burden documentationFacility onboardingEvidence planning
Market positioningPricing and packagingPartnership developmentCustomer discoverySales and outreach workflowsTrial-to-deployment planningFounder-led product communication
Engagement types
Available for selected advisory, consulting, implementation, and product-development engagements.
Engagements are focused on practical products, clear scope, and work where my combination of strategy and execution is useful.
Product review and strategyWebsite or portal architectureAI feature designAssistive-technology implementationCompliance-documentation organizationPilot-program structureFounder advisory support
Documentation and product-strategy services are not a substitute for advice from licensed legal, regulatory, security, or clinical professionals.
Selected collaboration
Technology should solve a real problem, not merely demonstrate a feature.
I welcome conversations about AI-enabled care, assistive technology, caregiver tools, secure web products, pilots, and person-centered services.
