Michael Velychko

Cases

Applied AI

Multi-agent platforms, computer-vision pipelines and AI-built tooling, from discovery to working prototype.

Applied AI · 2026

Synthetic AI Focus Groups: Project Avatar

A SaaS platform where AI persona agents walk through a digital product and report where and why they drop off — taken from discovery to a closed-cohort pilot.

Read the case →

Applied AI · 2026

EW-Resilient Target Recognition: Unreal Engine + YOLO

Synthetic jamming simulated in Unreal Engine produces auto-labelled training data for a YOLO detector that still finds a tank through electronic-warfare interference.

Read the case →

Applied AI · 2025

Drone Fleet Telemetry: from Unreal Simulation to Jira Tickets

A proof of concept where a simulated drone acts as an IoT device and n8n turns its telemetry into prioritised Jira incidents, with no custom backend.

Read the case →

Games & Production · 2024

Senior Outsourcing Producer on Metro Awakening: Eight Vendor Workstreams, 13,000+ Assets

Ran eight concurrent outsourcing workstreams on a AAA VR game: vendors, MSAs and SOWs, delivery pipelines and a roughly 10% cut in external budget. Plus the AI-built tools I added on my own initiative.

Read the case →