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Site TODOs

Maintenance

  • Provide patent application numbers or official statuses for listed innovation themes when available.
  • Update CHANGELOG.md entry with the final commit hash after merge.

Backlog: theschoonover.net Enhancements

1. High-Confidence Metrics (The "Business Layer")

Goal: Translate technical feats into ROI and risk reduction for C-suite readers.

  • Add "Impact" Bullets: For each case study (especially "SIEM at Planetary Scale"), add a bolded impact statement (e.g., "Reduced ingestion costs by X% while increasing detection coverage for Y high-risk threat actors.").
  • Quantify Efficiency: Mention the 99% reduction in onboarding time explicitly in the headline or summary of your Multi-SIEM migration case study.
  • Link Performance to Outcomes: Tie your "Sub-second insights" to operational metrics like MTTR (Mean Time to Respond) or Analyst Burnout reduction.

2. Leadership & Culture Visibility

Goal: Prove you can build high-performing teams, not just high-performing pipelines.

  • Create a "Leadership Philosophy" Section: Write a short (3–5 paragraph) piece on your approach to mentorship, hiring, and fostering a "security-as-code" culture.
  • Define the "Schoonover Standard": Elaborate on your "Mentorship that eliminates single points of failure" bullet point. How do you actually achieve this? (e.g., specific peer review standards, lab-based training).

3. Patent & Intellectual Property Deep-Dives

Goal: Solidify your "Expert" status by making your proprietary work accessible.

  • Create Dedicated Patent Pages: Instead of just "Patent Pending," give each a dedicated landing page or detailed section.
    • Structure: Problem Statement → The "Aha!" Moment → Implementation Logic → Current Status (In-Flight/Pending).
  • Visual Logic Flow: Add a diagram (Mermaid.js or high-res export) for the "Criticality-Aware Drop Control" logic. Visualizing how data is sampled/dropped based on context is a massive "Big Data" signal.

4. Big Data & AI Pivot Signals

Goal: Broaden appeal beyond the "Security" silo into general Data Engineering.

  • Reframe Telemetry as Data Engineering: In your "About" or "Experience" section, use keywords like Data Orchestration, ETL/ELT Optimization, and High-Concurrency Processing.
  • AI-Workflow Prototypes: Since you mention GitHub prototypes for "AI-assisted workflows," add a "Project Spotlight" that specifically details a tool you've built.
  • Hallucination Disclosure Note: Clarify the "40% AI hallucination" note. Is it 40% of the code, the text, or the design? Frame it as a "Collaborative AI Workflow" experiment to show you are pioneering LLM integration into engineering tasks.

5. Content & SEO "Closers"

Goal: Increase external validation and "shareability."

  • "The Sieve" Series Call-to-Action: At the end of your Math posts, add a section on how this type of algorithmic thinking applies to high-speed cybersecurity detections.
  • "War Stories" Section: Add a "Lessons Learned" or "Retrospectives" section. High-level leaders are trusted more when they show how they handled a major failure or architectural pivot.

Summary of the "Golden Candidate" Profile

Current State (Senior Architect) Target State (VP / Data Leader)
Focuses on how the SIEM works. Focuses on what the SIEM saved the company.
Mentions patents as status. Explains patents as solutions to industry-wide problems.
Uses "Security" terminology. Uses "High-Scale Data Platform" terminology.
Lists mentorship as a skill. Shares a repeatable framework for growing talent.