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Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Starstruck

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sg4tech/README.md

⚙️ Engineering delivery systems, not just code

I help product companies fix slow, unpredictable delivery and turn engineering into a fast, scalable system.

🧩 What I do

  • Identify bottlenecks in engineering systems
  • Improve delivery speed and predictability
  • Align engineering with product and business
  • Use AI where it creates real leverage

📈 Results

  • 2–3x faster delivery
  • Up to 10x fewer bugs and downtime
  • Higher predictability

🧠 Approach

System thinking + delivery metrics (T2M, Cycle Time, WIP) + AI

🏗️ Why this works

  • 15+ years in engineering
  • 8+ years in leadership roles
  • Built MVPs hands-on
  • Scaled teams and delivery systems

✍️ Writing

🔬 Work / Experiments

  • AI agents workflows
  • Engineering metrics tooling
  • Delivery system experiments

📬 Contact

→ https://sg4.tech
→ https://t.me/sg4tech

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