> Markdown version of [/@esha-agrawal](https://www.wearedevelopers.com/@esha-agrawal). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Esha Agrawal Senior Data Scientist at ING turning machine learning into tools against financial crime. ## About Esha Agrawal builds machine learning models at ING Germany. Moving from software development at Deloitte and J.P. Morgan into data science, she focuses on credit risk and mathematical optimization. Her work centers on finding anomalies in complex financial data. In her recent talk on preventing financial crime, she broke down how banks use AI for fraud detection and transaction categorization. Ask her how to improve your credit score, and she'll tell you exactly what you need to know. ## Past Sessions ### World Congress 2024 · July 17, 2024 Berlin, Germany - [Unleashing the power of AI to prevent financial crime](https://www.wearedevelopers.com/videos/1088-unleashing-the-power-of-ai-to-prevent-financial-crime) · 30 min · 🎥 Watch recording ## Videos - [Unleashing the power of AI to prevent financial crime](https://www.wearedevelopers.com/videos/1088-unleashing-the-power-of-ai-to-prevent-financial-crime) · Doraly Chezeu Sukem, Esha Agrawal