Optimizing User Engagement Through Rule-Based Analysis
This project employed a rule-based approach to maximize conversions and logins by analyzing user engagement patterns, demonstrating my ability to deliver data-driven solutions.
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Data analyses
Search Query Analysis & Topic Modeling
Analyzed website search queries, identified key topics, and extracted entities to improve user understanding and site performance.
Time Series Anomaly Detection for Kiosk.nl Performance
Identified anomalies in kiosk performance using time series analysis, seasonal decomposition, and Isolation Forest, visualized with interactive charts.
Automated A/B Test Analysis
Conducted an A/B test analysis using Bayesian methods to compare website variants, providing clear insights into conversion performance and device-specific trends.
Automated Exploratory Data Analysis (EDA) with GPT-4 Insights
This project automates EDA using Python and GPT-4, providing quick insights, identifying issues, and making recommendations.