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ozlar34/README.md

Oz - Project Manager (AI Operations)

I build the AI systems a team actually works with: automating the busywork, keeping people in the loop where it counts.

I spent 8 years running community operations at scale: 250K+ player community, 131K peak concurrent, 15 broadcast languages at Com2uS. Now I build the AI workflows, evals, and enablement systems that let small teams operate like bigger ones, and prove they actually get used.

Selected work

  • job-match-radar: self-hosted n8n + Supabase pipeline that scrapes listings, scores them against a personal rubric, and emails a weekly digest, with an eval + guardrail harness regression-testing the LLM scorer. Production automation, not a demo.
  • llm-judge-evals: a dependency-free harness for keeping an LLM-as-judge honest: gate tests on documented mis-scores, a human-in-the-loop guardrail, and version-keyed drift detection.
  • claude-code-skills: Claude Code skills I built for my own stack: capture, handoff, and knowledge-ops utilities across Obsidian, Notion, and NotebookLM.
  • second-brain-system: a self-documenting knowledge + automation system: Obsidian as the canonical store, Claude Code + local LLMs as the activation layer, drift tripwires as guardrails.

Stack

n8n Supabase Claude Code Ollama Codex Antigravity

Contact

Email LinkedIn


Last updated: June 2026

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  1. job-match-radar job-match-radar Public

    Self-hosted n8n + Supabase pipeline that scrapes LinkedIn and a watchlist of company ATS endpoints, scores listings against a personal rubric, emails a weekly digest, and regression-tests the LLM s…

    Python 1

  2. llm-judge-evals llm-judge-evals Public

    A dependency-free harness for keeping an LLM-as-judge honest: gate tests on documented mis-scores, a human-in-the-loop guardrail, and version-keyed drift detection.

    Python

  3. job-application-engine job-application-engine Public

    Agent-driven system for crafting defensible, tailored CVs & cover letters β€” Claude Code skills with traceable fact pools, JD-strand mapping, and hard gates. Synthetic worked example.

    HTML

  4. claude-code-skills claude-code-skills Public

    Claude Code skills I built for my own stack β€” Obsidian, Notion, capture/handoff, and session workflow utilities.

    Python 2

  5. second-brain-system second-brain-system Public

    A designed, self-documenting personal knowledge + automation system β€” Obsidian as canonical store, Claude Code + local LLMs as the activation layer, with drift tripwires as guardrails.

  6. rpg-character-carousel rpg-character-carousel Public

    A LinkedIn 'character sheet' carousel built with a two-stage generative-AI pipeline β€” Gemini 3 Pro Image for pixel-art items, Claude Design for slide composition.