About Nyxx

I’m a multidisciplinary builder at the intersection of product engineering, growth systems, infrastructure economics, and security. I focus on designing startup-grade systems that scale from prototype to high-traffic production without collapsing under cost, operational debt, or security risk.

What I do

I approach engineering like an operator: balancing build velocity with maintainability, tying technical decisions back to unit economics, retention, and risk. If you’re preparing to launch, refactor before growth hits, or install the systems needed to scale, I help you move faster with fewer expensive mistakes.

Outcomes I drive

  • • Scale-ready architecture (Postgres-first, resilient APIs, sane boundaries)
  • • Cost governance (identify drivers, measure ROI, stop infra bleeding)
  • • Security posture (defensive defaults, threat modeling, practical testing)
  • • Growth systems (events, analytics loops, discovery/ranking inputs)
  • • Shipping cadence (instrumentation, release playbooks, fast unblocks)

How I work

  1. 1) Discovery: goals, traffic expectations, threat model, cost ceiling, timeline.
  2. 2) Architecture + data plan: system of record, event model, boundaries and non-goals.
  3. 3) Implement + instrument: ship in increments with telemetry to measure performance and cost.
  4. 4) Harden: load testing, query budgets, caching ROI, security sweeps, runbooks.
  5. 5) Scale: add complexity (personalization, advanced infra) only when the product earns it.

Contact

Send a short note with your stage, stack, MAU, and what’s stuck.