One person, twenty years, a handle from 2002.

cybind started as a BBS handle — cyber + mind — on a school computer in Ukraine around 2002. It stuck. Twenty-something years later it’s the name on a Portuguese company, a short list of shipped products, and whatever I ship next. Same person, same handle, a lot more mileage.

CS degree in Ukraine, focused on intelligent decision-making systems — neural networks, optimization, adaptive control. At the time it felt mostly academic; now it’s most of what I do for a living.

Twenty years at Jaybird Group as principal engineer: lead on Locast (3M viewers across 31 US cities), WFMZ-TV’s smart-TV apps (nine live channels, eight platforms), Ken’s Foods’ brand portfolio (five brands in one monorepo), and a long list of smaller client builds. Then went independent under CYBIND.

Modern AI sits inside every engagement as a genuine co-worker: Claude in the editor, LLMs in production, agents running background jobs that would have been manual labour a year ago. The shape of what one engineer can own has changed. Design, build, ship, maintain, support — functions that used to need separate people now compress into one practitioner with the right tools, on infrastructure with the same observability and cost accounting as anything else in production.

What it doesn’t mean: dashboards labelled “AI-powered” for a press release, or replacing human judgement with prompts.

CYBER MIND Unipessoal LDA — incorporated in Portugal in 2023, registered in Lisbon, capital social €5,000, NIF 517 391 007, VAT-registered across the EU. CYBIND is the trading name; the legal entity is what ends up on your invoice, your SOW, and your vendor onboarding forms.

One person inside. That’s by design. If a job needs more than one senior principal, I partner; I don’t grow headcount.

CYBIND is deliberately one person. That’s an advantage for speed and senior-level judgement, and a risk for continuity. Here’s how the risk is managed in practice.

• Code and credentials stay with you, not with me. Every engagement ships into your repos, your cloud account, your secret store. Nothing locked in my tools.
• Documentation is a deliverable, not a favour. Architecture notes, runbooks, and decision records are written during the engagement — not at the end. If I disappear tomorrow, the next engineer has what they need.
• Scheduled unavailability is flagged weeks ahead. Holidays, conferences, family. Unscheduled (illness) triggers a same-day notice and a concrete backfill plan.
• For production-critical work, CYBIND partners with a shortlist of senior engineers I trust. Named in the SOW, available for on-call or backfill. You’re not left looking for replacements in a crisis.

The honest summary: a solo senior is faster, closer to the metal, and unmistakably accountable. It’s not zero-risk. CYBIND’s job is to make the risk visible and managed, not to pretend it isn’t there.

Ukrainian, long-term expat in Portugal. Drummer in a weekend band — mostly for my own sanity, occasionally for paying crowds. Caffeine-positive, meeting-negative. Reads more than the internet would suggest.

None of that shows up in your project, but you asked.