Selected work

Work shown with enough context to judge the fit.

Client engagements and internal R&D are labelled explicitly. Confidential work is described by sector, problem, and outcome—without dressing up what cannot be disclosed.

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Client work2026

Home heating and energy upgrades

Outbound voice agent for lead qualification: a consent-first calling bot built in 7 weeks

A Polish company that sells home heating and energy upgrades holds a contact base of well over ten thousand people who once asked about a government retrofit subsidy.

Software
Applied R&D

Client work2026

Crypto mining infrastructure

How we cut a mining fleet's alert noise down to 85 Telegram messages a day

The HiveOS Notification System watches around a hundred crypto-mining farms and forwards what matters to Telegram, one thread per farm.

Software

Client work2026

Industrial video analytics

CCTV GPU Engine: batch video analysis that turns surveillance footage into activity reports

Batch video analysis that turns recorded CCTV footage into structured activity reports: how many people were present, when, and what they were doing.

Software
Applied R&D

Client work2025

Distributed GPU compute

Managing 720+ client-owned GPU servers

A company manages GPU compute servers on behalf of more than 120 owners, each of whom owns at least six of them.

Software

Internal R&D2026

Lead generation, local SMB

wizytowka.link: we published 3,867 free business pages and nobody wanted one

wizytowka.link found Polish local businesses that have a Google Maps listing but no website, generated a page for each one with an AI model, and published it for free.

Software
Applied R&D