Experience
25+ years designing enterprise systems, workflow tools, and AI-driven products.
Led multiple proof-of-concept projects for USDA Innovation Hub, from research to delivery.
- Collaborated with stakeholder teams to gather information, understand workflows, and define problem areas
- Conducted research to identify user and system needs, transforming findings into actionable workflows
- Architected complete end-to-end workflows for multiple projects
- Delivered fully functional front-end prototypes and design systems
ResearchWorkflow DesignPrototypingDesign Systems
Building AI-integrated SaaS products for dealerships and cross-language communication.
- RMR – Car Buyer Assistant: AI-integrated assistant for dealership websites with real-time recommendations. Increased conversion rates by 25–40%
- FluentAPI: Cross-language communication API enabling seamless global user connections
- Architected and implemented custom API integrations across multiple infrastructures
- Used AI-driven design methods to streamline production
AI IntegrationAPI DesignAWS BedrockSaaS
Designed BI tools and data selectors for NielsenIQ's enterprise analytics platform.
- Created high-fidelity prototypes and wireframes using Figma
- Collected design requirements, identified user personas, developed usage scenarios
- Worked within established design systems and supported Agile teams
- Engaged with Product, Engineering, Data Science, and Operations teams
BI ToolsData VisualizationEnterpriseAgile
Designed construction engineering solutions and real-time control panels.
- Conducted primary and secondary research, created personas, user flows, and wireframes
- Developed high-fidelity screen designs and animated UI walkthroughs
- Created mobile app prototypes using HTML, CSS, and JavaScript
- Designed web-based control panel for real-time mobile content manipulation using WebRTC
WebRTCMobileConstruction TechPrototyping
Redesigned field reporting workflows for construction industry.
- Redesigned "Punch Walk" to "Quick Punch" — reduced issue logging from 7.5 min to under 15 seconds
- Revamped Daily Reports feature for comprehensive documentation
- Conducted user research and led usability testing sessions
- Enhanced user efficiency resulting in significant productivity gains
Workflow OptimizationField AppsUsabilityImpact
Cloud infrastructure and enterprise UX design.
CloudEnterpriseInfrastructure
- Atreley (2013–2014) — IT Administrator
- WebSoftMN (2004–2008) — Founder / Designer / Developer
- SoftNet (1999–2004) — Co-Founder / Web Designer
Open Source — MCP & Universal Intelligence
Personal research and experimental system architecture projects (not client work).
NSAF-MCP — Neuro-Symbolic Autonomy Framework
Integrates neural, symbolic, and autonomous learning into a single AI agent-building system. Features SCMA component enabling AI agents to self-design new agents using Generative Architecture Models.
MCPNeuro-SymbolicSelf-Designing AI
Bolor Brain MCP — 7‑Tier Universal Intelligence
7‑layer cognitive architecture for universal AI agents with memory, tools, reasoning, planning, and orchestration.
MCPAgent ArchitectureUniversal AI
About & Approach
I design workflow systems that reduce operational friction in complex products.
With 25+ years of experience across enterprise software, CMS platforms, BI tools, and AI-driven systems, my focus is on making complex workflows faster, clearer, and easier to operate.
- Reduce time-on-task in multi-step workflows
- Simplify operational and data-heavy systems
- Design human + AI collaboration flows
- Translate business rules into usable interfaces
Process
- Workflow & system design over visuals
- Reducing time-on-task
- Human + AI collaboration
- Enterprise & real-world constraints