Benedek G.

AI Harness

Architected and delivered an AI Harness leveraging Claude Code, AWS, GitHub Actions, and JIRA to enable semi- and fully autonomous SDLC workflows, including automated evidence reproduction with screenshot and video artifact generation, AI-assisted defect remediation, policy guardrails, and observability/telemetry pipelines integrated with SigNoz. Enhanced and extended the organization's internally developed Claude Code Plugin by integrating specialized AI agents, cloud-native orchestration capabilities to support scalable, autonomous engineering operations, governance, traceability, and operational reliability. Tech Stack: Claude Code, TypeScript, Kubernetes (EKS), ArgoCD, Playwright, GitHub Actions, JIRA, SigNoz

QA Taskforce

Led an 8-member QA Engineering Task Force focused on significantly expanding E2E test automation coverage through AI-driven methodologies leveraging Anthropic Claude Code. Established a modern quality engineering ecosystem including Playwright-based automated testing, custom agents and slash commands, BDD practices, MCP server integrations, GitHub Actions–based CI/CD pipelines, and Allure-powered quality reporting to improve release confidence, traceability, and test coverage.

As Information security consultant I trained my successor to be CISO Amended former policies to finally re-achieve TISAX certification in March 2026 Tech stack: AWS, GCP, Atlassian Cloud

Fostered Design Thinking, DevSecOps, cloud-first, API-first, security-first etc. to build enterprise-grade software Established the Product Owner Group and later participated as a non-managing member to help reach consensus and steer the product roadmap Led the selection of various tools, including a design system for Angular/TypeScipt to redesign the product Introduced the medallion architecture, data pipeline, ETL/ELT tools, data lakehouse, configured services (Confluent Cloud/Kafka, IAM, S3, Iceberg, Glue, Athena) to achieve scalable data ingestion Created the high-level design (C4, UML) to transform the 'Single Product' into a scalable SaaS offering with a BYOC delivery model, and presented it as the architectural north star Provisioned and configured all the services in AWS and Google Cloud, including Cognito, Lambdas, Amplify, Glue, Athena, API Gateway, QuickSight, GuardDuty, Route 53, CloudFront, CloudFormation, Terraform Led Proof of concepts/Hackathon with Spring AI, LangChain4j/LangGraph4j, RAG, Neo4j, Spark, MLFlow, MCP, N8N Coached the teams, assisted in technical implementations in development, architecture, testing, DevOps Hired and mentored engineering talent, including team leads and individual contributors As CISO, created, implemented and enforced policies to achieve TISAX certification (similar to ISO 27001, for the automotive industry) and then operated it with the assistance of MDM, Sprinto, BambooHR, GuardDuty, etc. Conducted risk assessment, business impact analysis, compliance, business continuity, and infrastructure audits Tech stack: AWS, GCP, MACH architecture, Java/Spring, ECS, RDS, PostgreSQL, OAuth/JWT, Angular, RabbitMQ / Kafka, Confluent, Selenium, LLMs, Bedrock / SageMaker, Atlassian Cloud, Sonar, Trivy