Case studies

Backend and product case studies

Each case study focuses on business goals, constraints, and measurable outcomes. Backend engineering is presented as a means to deliver product impact.

ParentApp - AI assistant for parents (SaaS)

From MVP to production-ready subscription product with AI conversations and online billing.

Business value: Fast launch of a monetizable digital service combining expert knowledge with personalized user experience.

Outcome: A production SaaS product with predictable recurring revenue model and safe data handling.

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KAS scraper - automated public listing monitoring

Continuous monitoring of public registries without manual checking overhead.

Business value: Faster response to relevant listing changes and lower operational load through event-based alerts.

Outcome: 24/7 service that detects new records and sends non-duplicated notifications.

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Lead generation automation platform

A single workflow from data acquisition to outbound campaign execution.

Business value: More qualified leads at lower operational cost and with higher data quality.

Outcome: Repeatable lead acquisition and campaign process ready to scale volume.

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Business process automation suite

Backend services that streamline daily operations and cross-system data flow.

Business value: Shorter process cycle time and fewer manual errors in business-critical workflows.

Outcome: Predictable operations with clear reporting and stronger data control.

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