Featured Work (Professional)

Client & employer-facing work focused on business impact and delivery.

AI

AI-Powered Vehicle Recommendation

Generative-AI driven search & recommendation platform built on AWS Bedrock to improve lead quality and search success.

Generative AIAWS BedrockResearch → Product
DB

Real-Time Control Panel (Oracle)

Design for a real-time WebRTC control dashboard for mobile content manipulation and admin workflows.

WebRTCEnterprise SaaS
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Field Reporting Workflow

Redesigned field reporting for construction workflows — reduced logging time from 7.5 minutes to under 15 seconds.

WorkflowUsabilityImpact

Open Source — MCP & Universal Intelligence

Personal research and experimental system architecture projects (not client work).

🧠

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
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AI Research Artifact (Zenodo)

Published dataset & system artifact with reproducible methodology and documentation.

ResearchReproducibilityPublication

About & Approach

I combine product strategy, user research, and prototyping to design AI-powered experiences that are accessible and measurable. I lead cross-functional teams and translate complex data into simple, usable interfaces.

Process

  1. Problem framing & stakeholder alignment
  2. Research (qual + quant) → Hypothesis
  3. Design experiments & rapid prototypes
  4. Measure, iterate, scale