AWS architecture & cost audit
An infrastructure review focused on scaling, cost and security. Deliverable: a report with concrete changes ranked by impact, each with an estimated saving. Typically 1–2 weeks.
Predictive autoscaling
Design and delivery of systems that scale before the traffic arrives — ECS Fargate, DocumentDB and similar. The same solutions I describe in my publications: −73% scaling latency, 99.9% SLA, −42% cost.
AI agents for operations teams
AI agents for infrastructure management: security-first (read-only by default, approval gates, full audit trail), operating cost around $7–23/month. From design through delivery to team handover.
Safety-critical & automotive
Consulting on safety-critical software: ISO 26262, ASPICE, ADAS/AD system architecture. Background from working for a global automotive corporation.
Architecture review & mentoring
A second pair of eyes on key decisions: system design reviews before implementation, engineer mentoring, team workshops on autoscaling and AI agents.
Digital products end-to-end
Building a product from idea to a working system — like tarczaksiegowa.pl or kroki.online. Desktop, web, mobile, backend.
How we work together
30–45 minutes about your problem. If I can't help, I'll say so directly — and point you to someone who can.
A concrete scope, timeline, and a fixed price or day rate — agreed before work starts, no surprises.
Iterative work with regular demos. At the end: a working system, documentation, and knowledge transferred to your team.
Remote (EN/PL) · based in Wrocław, Poland
Let's talk about your project
Send a few sentences about the problem — I usually reply within 1–2 business days.
marcin.wypyszynski@gmail.com LinkedIn