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Case studies: decisions, trade-offs, and outcomes

A deeper look at projects: the problem, technical choices, constraints, and business result. For people who want to understand not just the outcome, but the thinking behind it.

Mobile CI/CD
React Native on Bitrise: Build Time Cut from 1 Hour to 15 Minutes

The mobile pipeline in Bitrise was taking close to an hour, which slowed QA, release candidates, and hotfix delivery. I redesigned the CI/CD workflow and reduced average build time to around 15 minutes.

  • Build time: ~60 min -> 15 min
  • Time reduction: 75%
  • Faster hotfixes and release candidates
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Revenue Recovery
Cheaper Alternative Instead of a Lost Order

Customers who failed verification for a selected device often dropped out completely. I designed and implemented a full system for offering cheaper alternatives, recovering revenue that would otherwise be lost.

  • Around PLN 50k monthly revenue recovered by the earlier alternative-offer flow
  • This system pushes that result further
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E-commerce Architecture
Variant System That Brought Order to Sales

The store needed a complete product variant system, from data model to buying experience. I designed the architecture and implemented a solution that already powered 150 parent products on launch day.

  • 150 parent products connected to the system at launch
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Technical SEO
SEO and AI Visibility Without Guesswork

Visibility no longer ends with Google rankings. I implemented a technical package for both classic SEO and AI-readable structure: FAQ, llms.txt, schema.org, robots support, and offer data validation.

  • FAQ exposed directly on-domain
  • structured data for Organization, WebSite, Product, and Breadcrumb
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AI
Recommendation Section Didn't Recommend

While working on the recommendation section, it turned out the system returned identical sets of recommended products to every user (both logged in and anonymous). The problem stemmed from lack of authorization on the API side - the recommendation endpoint didn't recognize who the client was (missing token/user identifier), so it returned globally most popular products.

  • CTR increase 0.2% → 2.8% on recommendations
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CRO
Cross-sell in Cart That Started Selling

The cross-sell drawer existed in the cart, but it was not contributing to revenue. I proposed the A/B test myself, designed three variants, and owned the experiment end-to-end.

  • Added products: +122%
  • Interactions: +133%
  • Orders: +86%
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Retention
15% Discount Instead of Losing the Customer

At the point of return, some orders could still be saved, but the system offered no meaningful alternative. I implemented a one-time retention discount directly in the return flow to reduce churn.

  • Business target: churn reduction from about 45% to 30% across all rental periods
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AI
Order Recovery Tool

Client was losing users due to out-of-stock products. Platform users frequently ordered products with extended delivery times, only to discover the product couldn't be purchased at that moment.

  • Conversion: 0% → 50%
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Frontend Development
WordPress to Next.js Migration

WordPress audit revealed performance issues and visual inconsistencies (pages didn't match each other, broke on mobile). Decision: complete rebuild.

  • Load Time (Mobile FCP): 4.1s → 1.2s
  • Monthly Active Users: +200%
  • Core Web Vitals: 90+
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Frontend Development
Sales-Focused Website Instead of Dry Portfolio

Based on analytics results, I decided to change the services presented on this site you're currently viewing. Instead of a standard portfolio, I wanted to create a sales-focused website with lead filtering and specialization.

  • Increased service awareness among clients
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Ready to start your project?

If you want a similar level of quality and a clear delivery plan, send me a message. I will come back with a recommended direction and next step.

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I've been working on projects for clients for 6 years