Navigating the Digital Landscape https://mibrahim210.vercel.app/blog Tech, Thoughts, and Tales en-us mibrahim@rational-analytiics.com (Md Ibrahim) mibrahim@rational-analytiics.com (Md Ibrahim) Mon, 28 Sep 2026 00:00:00 GMT https://mibrahim210.vercel.app/blog/artificial-intelligence/medical-imaging/invariant-ibm-bob-hackathon-september Invariant: When the Tests Pass but the ML Evaluation Is Wrong https://mibrahim210.vercel.app/blog/artificial-intelligence/medical-imaging/invariant-ibm-bob-hackathon-september How I built Invariant with IBM Bob to catch patient-level data leakage during code review, verify a fix, and prevent the bug from returning. Mon, 28 Sep 2026 00:00:00 GMT mibrahim@rational-analytiics.com (Md Ibrahim) machine-learningmedical-imagingdata-leakagemlopscode-reviewibm-bob