Matthew David Scott
AI-Enabled Strategist & Synthesist
I turn complex, unfamiliar domains into structured, decision-ready maps using AI as leverage. Give me a domain and an objective—I'll deliver an artifact operators can validate and execute. A decade navigating regulated systems and technical complexity proves the method; AI tooling accelerates it.
The Synthesis Method
A repeatable approach to turning complexity into clarity.
Enter unfamiliar domain
Regulatory systems, fragmented data, unclear processes
Map patterns and structures
Extract patterns that reveal decision points
Build validation system
Create feedback loops for operators
Deliver executable artifact
Not docs—working systems
Proof Across Domains
19% response rate vs 5-11% industry avg
87% detection, <15ms response
100+ structured lessons with MIDI validation
0 critical defects, 100+ deliverables/year
Portfolio
Domain maps turned into working systems. Each project proves the method.
Interactive Resume
Self-presentation domain: This resume itself demonstrates the synthesis method—complex career mapped into navigable, interactive artifact.
Traction - Job Tracker
Career domain: Mapped job search chaos into structured tracking. Real problem, real solution, real results.
Guitar Learning Platform
Music domain: Scattered tabs and random tutorials synthesized into progressive learning paths with audio validation.
PhishGuard
Security domain: 10,000+ email patterns synthesized into threat detection. Operators validate; system provides the map.
BA Pathfinder
Career domain: Unclear BA progression mapped into navigable roadmaps. Junior to Director paths with certification guidance.
Key Career Achievements
Highlighting proven impact in efficiency, quality, and technical leadership.
Reduction in Manual Work
Job search: 65 min → 20 min per application
Years in Regulated Domains
Healthcare, CMS compliance, Medicare systems
Critical Defects
On 100+ annual compliance deliverables
Interactive Career Journey
An overview of my professional evolution. Click each title to expand.
AI-Enabled Strategist & Builder
Independent Practice
2024 - Present
Domain Analyst & Systems Navigator
Fortune 50 Healthcare
2016 - 2025
Digital Strategist & Content Systems
Marketing Agency
2012 - 2016
Capabilities
The toolkit for turning complex domains into structured, actionable outputs.
Project Showcase
A selection of recent work demonstrating key capabilities.
Career Domain: Process Automation
Python/FastAPI/React
Mapped the job search domain—applications, responses, follow-ups—into a structured system. Identified inefficiencies, built automation, reduced friction by 69%.
- Synthesized chaotic job search process into structured, repeatable workflow.
- Built AI-powered classification to auto-sort responses (95% accuracy).
- Created ATS optimization engine using NLP pattern extraction—3-5x response rate improvement.
- Result: 65 min → 20 min per application. Operators (job seekers) validate and execute.
Personal Domain: Life Coordination
React/TypeScript/Supabase
Mapped personal coordination complexity into a structured PWA. Offline-first, real-time sync, operator-friendly interface.
- Translated messy personal planning into structured, actionable views.
- Built offline-capable system so operators can use it anywhere.
- Achieved 98 Lighthouse score—fast, accessible, production-ready.
Security Domain: Threat Synthesis
Python/ML
Mapped email threat patterns into a detection system. 87% accuracy identifying phishing attempts from legitimate messages.
- Synthesized 10,000+ email patterns into threat classification model.
- Built real-time classification for enterprise security operators.
- Extracted 2,039 structural features that distinguish threats from noise.
- Result: <15ms response time. Security operators validate and act.
