Wiktor Kisielewski

Site Reliability / DevOps / Platform Engineer

+48 *** *** *** · wiktor@kisielew.ski · github.com/wiktorkisielewski · LinkedIn

I build and run infrastructure for trading, mortgage and AI systems. I've worked as the sole DevOps engineer at a startup and as part of an SRE team, with responsibility for Kubernetes, cloud migrations, monitoring and incident response. I also write tools that make day-to-day operations easier, including LLM tools for incident investigation, and help other engineers use and maintain what we build.

Experience

Site Reliability Engineer · XTB

Apr 2025 – present1 yr 6 mos
  • Worked with the team to bring separate monitoring systems into one platform for metrics, logs and traces, handling terabytes of telemetry daily.
  • Helped define observability standards for 800+ microservices in the cloud and on-premises, including bare metal. Introduced wide events and shared metadata conventions with the team, then worked with other teams to put them into practice.
  • Responsible for incident management and on-call for trading services, including SLOs for critical operations, blameless postmortems and runbook automation to shorten recovery time.
  • Added JVM metrics and traces to Java services using OpenTelemetry auto-instrumentation, without application code changes.
  • Added monitoring for PostgreSQL and Elasticsearch, including slow queries and replication health, plus Kafka consumer lag.
  • Built self-service alerting so developers and QA can manage their own alerts and thresholds. Added reports showing each team's alerts, incidents, metric coverage and log usage.
  • Built a RAG tool for searching postmortems and internal docs during incidents, a scanner for sensitive data in logs, and an LLM tool that flags incidents in team chat before they are formally reported.
  • Plan disaster recovery and run failover drills for trading infrastructure.

DevOps Engineer · Oper Credits

Sep 2023 – Apr 20251 yr 8 mos
  • Sole DevOps engineer for mortgage systems with bank integrations across multiple countries. Ran the AWS and GCP infrastructure, including Kubernetes, GitOps deployments, Terraform, Ansible and monitoring.
  • Led the migration from AWS to GCP, reducing infrastructure costs by ~40%.
  • Designed the disaster recovery process and tested it by restoring the full production environment several times.
  • Handled the infrastructure work for ISO 27001 certification.
  • Switched releases to Git tags and set up deployments so QA could deploy to test environments themselves.
  • Ran chaos experiments to check how the platform handled infrastructure failures.

DevOps / AI Infrastructure Engineer · SentiOne

Nov 2022 – Sep 202311 mos
  • Automated customer installations on their own infrastructure with ArgoCD and Terraform, bringing setup time from days to minutes.
  • Automated recovery from recurring failures, reducing out-of-hours alerts.
  • Ran Kubernetes in the cloud and on-premises (vanilla, OKD, Rancher, k3s) for an AI/NLP platform, including GPU nodes, model serving and data pipelines.

Junior Cloud Engineer · Allegro Pay

Aug 2022 – Nov 20224 mos
  • Built Azure pipelines that let other teams run routine tasks without DevOps help.
  • Automated Azure DNS and Private Link synchronization between regions with Azure Pipelines and PowerShell.

Junior DevOps Engineer · SentiOne

Jul 2020 – Jul 20222 yrs 1 mo
  • Brought monitoring into one setup and standardized bare-metal Kubernetes provisioning with Ansible.
  • Maintained a multi-TB Elasticsearch cluster and Java services, with 24/7 on-call coverage for customer cloud and data center deployments.

IT/DC Operator · Wirtualna Polska

Feb 2020 – Jun 20205 mos

Monitored infrastructure and troubleshot hardware in WP's data centers.

Skills