https://abhijeetsolanki.com/blog Notes on machine learning, AI security and building things. en Mon, 28 Sep 2026 12:00:00 GMT https://abhijeetsolanki.com/blog/building-prooftrace https://abhijeetsolanki.com/blog/building-prooftrace Mon, 28 Sep 2026 12:00:00 GMT Acceptance criteria are still checked by hand, release after release. Here is how I built an AI tester that drives a real browser, proves each criterion, and hands back tests your team keeps, and the rule that keeps it honest: no proof, no pass. AI agents Testing Playwright https://abhijeetsolanki.com/blog/building-voice-auditor https://abhijeetsolanki.com/blog/building-voice-auditor Mon, 28 Sep 2026 12:00:00 GMT A support call scored 99.9 out of 100 and still broke two company rules. Here is how I built Voice Auditor to check every call against written policy, what the first version got wrong, and how it keeps card numbers out of the database. Speech AI Compliance Privacy https://abhijeetsolanki.com/blog/detecting-the-odd-one-out https://abhijeetsolanki.com/blog/detecting-the-odd-one-out Wed, 08 Jan 2025 12:00:00 GMT How one-class classifiers learn what normal looks like, when to use them, and a one-class SVM you can run in a few lines. Machine learning Anomaly detection https://abhijeetsolanki.com/blog/how-to-start-with-data-science-in-2020 https://abhijeetsolanki.com/blog/how-to-start-with-data-science-in-2020 Sun, 08 Nov 2020 12:00:00 GMT What data science is, the skills it takes, and the courses, books and podcasts I'd use to get started. Data science Careers https://abhijeetsolanki.com/blog/what-will-your-plate-look-like-in-2050 https://abhijeetsolanki.com/blog/what-will-your-plate-look-like-in-2050 Mon, 13 Jan 2020 12:00:00 GMT Population growth, soil degradation and a financing gap threaten the world's food supply, and what vertical farming, soil sensors and better financing could change. Technology Agriculture