content-type:

text/html; charset=utf-8

x-source:

content/en/profile.json

x-cv-version:

2026.09

[
  {
    "id": "legacy-modernisation",
    "title": "LLM-assisted legacy modernisation",
    "status": "in-progress",
    "summary": "COBOL to Spring Boot with differential-execution verification of the generated code: the referee that proves equivalence is built before the agent that writes the code. Personal project.",
    "stack": [
      "Python",
      "Java 17",
      "Spring Boot 3",
      "Claude API",
      "tool-calling agents",
      "evaluation harness"
    ]
  },
  {
    "id": "workflow-automation",
    "title": "Engineering-workflow automation",
    "status": "shipped",
    "summary": "For the banking programme above: LLM agents and skills wired to git hooks, an approval gate and a regression suite, so the assistant follows the team's branch and review rules instead of bypassing them.",
    "stack": [
      "LLM agents",
      "git hooks",
      "regression suite",
      "Azure DevOps"
    ]
  }
]