At Pentafold Ltd, I test CareLearner across six core modules. I designed and executed 150+ manual test cases, reaching 92% test coverage and supporting stable releases with zero critical production defects.
I use MCP Playwright AI agents and model evaluation frameworks to automate web interactions and assess model behavior. I also test browser compatibility and validate API endpoints using browser Developer Tools.
At Pitchmatter, I tested Zynk.ing and Fund Boost, finding functional defects and testing key user workflows before release. I also developed an MCP and Playwright framework to test AI agent browser operations, model outputs, and tool-call reliability.

