Case Studies 🏆

Real-world examples of technical challenges and their solutions.

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UkraineAlarm (Ajax Systems) logo
High-LoadSystem DesignLeadershipRapid Development

UkraineAlarm (Ajax Systems)

Context:

Needed a nationwide air-strike alarm system rapidly deployed during wartime. (Stack: Kotlin, Java, Spring Framework, MySQL, NATS, Kafka, AWS, Terraform)

Action:

  • Architected and launched the nationwide air strike alarm system in response to the war.
  • Led the engineering team to rapidly develop and release the critical application.

Result:

Shipped a life-saving system in 3 days, credited with saving lives across Ukraine.

Pinterest logo
DevOps / SREPlatform EngineeringScalability

Pinterest

Context:

Continuous Delivery platform needed hardening to support growing number of applications and ensure safe deployments across multiple AWS accounts. (Stack: Java, Kotlin, Go, Python, AWS, Spinnaker, Terraform, Kubernetes, MySQL, Docker)

Action:

  • Designed and implemented AWS multi-account support for the CD platform, enhancing security, observability, and maintainability.
  • Implemented MySQL database optimizations for Spinnaker Keel.

Result:

Resulted in a 4x increase in supported applications, significantly improving platform scalability.

Form3 logo
High-LoadSystem DesignResilienceObservabilityFinTech

Form3

Context:

Real-time payments platform required enhanced stability and throughput under heavy load. (Stack: Go, NATS, Kubernetes, CockroachDB, Docker, AWS, GCP, DevOps)

Action:

  • Led initiatives to improve system stability.
  • Proposed and implemented solutions that increased observability, prevented data loss, and optimized processing times.

Result:

Enhanced system stability, observability, and processing times for the high-load payments platform.

Ajax Systems logo
Platform EngineeringLeadershipDeveloper ExperienceProcess Improvement

Ajax Systems

Context:

Deliver software for installers across mobile and desktop platforms (iOS, Android, Windows, macOS) enabling equipment control and adjustment. (Stack: Kotlin, Java, Spring, NATS, Kafka, AWS, Terraform)

Action:

  • Led a cross-platform team of 20 engineers.
  • Delivered new features enhancing user experience and system functionality.
  • Proposed and implemented isolated AWS developer environments, reducing time-to-market.

Result:

Successfully launched new features and improved developer velocity by optimizing testing infrastructure.

Revolut logo
ML OpsPlatform EngineeringFinTech

Revolut

Context:

Needed improvements to the internal ML Ops platform for managing machine learning model features. (Stack: Java, GCP, Kubernetes, Postgres)

Action:

  • Improved the ML Ops platform to manage features for Machine Learning Models.

Result:

Contributed to improving the ML Ops platform for managing ML model features.

Cowbell Cyber logo
System ArchitectureStabilityProcess ImprovementInsurTech

Cowbell Cyber

Context:

Required enhanced system architecture, including integration tests, zero-downtime migration, and knowledge sharing, to improve stability and maintainability. (Stack: Java, Kafka, Spring Framework, Kubernetes, Docker, AWS, Postgres, Elasticsearch)

Action:

  • Enhanced system architecture by introducing integration tests.
  • Performed a zero-downtime database migration (PostgreSQL).
  • Developed a team knowledge-sharing plan.

Result:

Led to significant improvements in service stability and maintainability.

OfferAI logo
Startup / MVP DevelopmentArchitecture

OfferAI

Context:

Develop the initial architecture and MVP for a new startup as the sole engineer. (Stack: Java, JavaScript, Apache Wicket, Google Guice, OrientDB, Orienteer)

Action:

  • Created the initial product architecture.
  • Implemented core features, collaborating with CEO/CTO.
  • Successfully navigated startup launch challenges.

Result:

Successfully launched the MVP, enabling the startup to generate its first revenue.

Orienteer BAP logo
Platform DevelopmentLow-Code / No-CodeUI Development

Orienteer BAP

Context:

Enhance a Business Application Platform (BAP) by adding graphical modeling and plugin capabilities. (Stack: Java, JavaScript, Apache Wicket, Google Guice, OrientDB)

Action:

  • Built an in-platform graphical editor for OrientDB data models.
  • Developed a hot-plugin module system allowing platform customization without server restarts.

Result:

Enabled clients to design data models visually and customize the platform without code.

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Vitalii Honchar portrait

Meet Vitalii Honchar

Senior Software Engineer specializing in high-load systems, AI/ML infrastructure, and cloud-native architectures. With experience at companies like Pinterest, Revolut, Form3, and Ajax Systems, I focus on building scalable, efficient, and robust systems that solve complex technical challenges.

More About Vitalii →