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Matt Mischewski

Mechanical engineer. Systems builder. Building feedback loops that turn intent into verified action.

I build the loops that let small teams coordinate at the speed of large ones — without the management tax. Three decades, three layers: factory process control, telecom routing, and now AI-human venture platforms. The pattern is constant: externalise reasoning into measurable chains so systems self-correct without waiting on humans to notice.

matt@dreamineering.com | Whangaparaoa, NZ (Remote) | LinkedIn | X | GitHub | stackmat.es

Experience

Founder — Dreamineering (2023–Present)

Solo-built a venture platform that coordinates human-AI swarms through a verifiable commissioning model. Replaces middle management with protocol.

  • Shipped 12 Move modules on Sui (Identity, Loyalty, Links, DePIN) — chose Sui's object model so resources stay non-extinguishable at the protocol layer.
  • Built an autonomous planning system across 5 agent teams sharing a database-native loop — 96% task completion across 390+ merged PRs.
  • Adapted factory commissioning discipline (L0–L4) into a software maturity model scoring 208 database entities in real time. Build only what pulls demand.
  • Designed five wallet safety patterns after a seed phrase loss event. Moved trust from human hope to instrument readings.

Stack: TypeScript, Next.js 15, React, TailwindCSS v4, Drizzle ORM, PostgreSQL, Nx, Playwright, Move (Sui), Rust (Solana/Anchor).

Product Manager & SME — Subex / WorldCom (2000–2006)

  • Cut RFP response from days to hours — unified four siloed carrier hierarchies into a single routing optimisation tool.
  • Built the reference data system that eliminated arbitrage losses by aligning the model with carrier-agreement reality.

Business Analyst & Developer — Gensolve (2014–2021)

  • Built ETL pipelines migrating 50+ legacy data formats into a unified model for 200+ healthcare clinics. Siloed data → shared intelligence.

Project Engineer — Ashton Project Services (1996–1998)

  • Designed and commissioned industrial process control systems. Where I learned loops shape destiny — the same pattern I run in software today, grounded in moving real energy through real pipe.

Education

Mechanical Engineering — Waikato Institute of Technology, NZ (1992–1994)
Thermodynamics, process control, constraint-based design. First principles that still underpin the work.

What I'm Building

  • Vessel — the super-app on verifiable rails.
  • Dreams — better questions make a preferred future visible, testable, and actionable.
  • Ventures — a venture factory, not a one-person billion.
  • Agents — machine-readable knowledge contract.
  • Commissioning — the operating system: pre-flight and post-flight rigour.

Questions

  • What pattern runs through the career arc that isn't visible from any single role?
  • Which credential matters least to people who understand the work — and most to people who don't?
  • What would the next chapter look like if it were designed to make everything before it make sense?