At Palo IT, working with client GovTech Singapore, I built a six-step Python pipeline that prepares customer data for LLM analysis in NotebookLM, from JSONL conversion and filtering to anonymization, synthetic data validation, and PDF export. I also developed NLP and regex anonymization utilities and generated BIM test models from Markdown specifications.
I’ve delivered Playwright test automation for critical applications and designed pytest API testing, Docker, and GitLab CI/CD workflows. Earlier, I scaled Selenium and Cucumber testing, automated API contracts and load tests, and worked across payroll, financial services, and ERP testing. I’m now exploring multi-agent test generation and self-healing with Claude Code.
