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data_science

A collection of 3 posts
Personal reflections: fighting fraud with AI and data science
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Personal reflections: fighting fraud with AI and data science

Approximate transcript of a talk I gave at Stanford's data science department on 4/17, on my reflections tackling fraud with AI and data science.
04 May 2025 18 min read
Analyzing web application data
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data_science

Analyzing web application data

Learn how to effectively analyze and clean web application data, ensure consistency across logs, enrich the dataset with additional information, explore traffic patterns, identify anomalies, and build accurate models for fraud detection. 📕This article forms part of the notes from Week 2 of the Data Science for Security and Fraud
02 Apr 2023 10 min read
Detecting bot traffic
Paid-members only
data_science

Detecting bot traffic

How can we differentiate bot from human traffic? What are some typical features? 📕This article forms part of the notes from Week 2 of the Data Science for Security and Fraud online course. Access the full course outline here. How to identify (bad) bot traffic? It is always possible to
02 Apr 2023 15 min read
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