Скачать или смотреть Our Fraud Detection model Was a Huge Success... And a Complete Failure

Are the systems protecting your money stuck in the past? In this video, we reveal how we moved from an outdated, rule-based system to a powerful predictive model that increased our fraud detection by 18%.

You will learn:
Why traditional fraud detection systems fail against sophisticated criminals.
How we built a "digital detective" using a Gradient Boosting model to analyze millions of transactions in real-time.
The staggering results: catching 80% new fraud cases the old system was blind to and reducing false positives by 15%.
The million-dollar mistake: How a lack of communication with IT almost made this incredible project a total failure, and the clever workaround that saved the day.

Tools Used in Creation:
📜 Script: original, revised by gemini 2.5 pro
🎤 Voice: Chatterbox TTS
📷 Image Generation: Juggernaut-XL-v9