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Case studies

Stacja 2.0 ERP/WMS system

A program that manages the warehouse, sales, packing, shipping, deliveries and documents. I built the MVP in 2 weeks, then came AI agents for pricing and part matching, plus multi-channel sales sync.

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Part photos with AI background removal

A tool for photographing parts with automatic background removal on the GPU. Four AI models (Remover, BiRefNet, BiRefNet-Lite, RMBG-2.0), photos taken from a phone through the browser and a QR code, no dedicated app. Part of the Stacja ecosystem.

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AWP auction-winning bot

A program that bids on parts-package auctions automatically. It evolved from Selenium, through six headless browsers, to direct endpoints with no browser at all. It plays like a sniper, because it never bids first, outbids with a randomised step and holds a hard price cap. It feeds won packages into Stacja.

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Stacja for scanners

The version of Stacja built for warehouse scanners, phones with a built-in barcode reader. The whole warehouse loop in one app, from checking parts, through picking along the warehouse route and putting away, to stocktaking and shelf lookup. The keyboard shows up only at login. Everything else is touch and scan.

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