Projects
Fraud Detection with Process Mining & ML
Combines process mining and machine learning to detect fraudulent insurance claims from event-log data.
CelonisPythonScikit-learnPandasSMOTE
Public repoCode
Darija Sentiment Analysis
Fine-tuned DarijaBERT with LoRA to classify Moroccan Darija dialect text as positive, negative, or neutral.
PythonHugging Face TransformersPyTorchDarijaBERTLoRA
Public repoCode
AirBnB Pricing & Revenue Analysis
Geospatial and temporal Tableau dashboard mapping AirBnB revenue and pricing drivers to guide dynamic pricing and investment.
TableauData ModelingData Visualization
Employee Performance HR Dashboard
HR analytics dashboard in Tableau covering 8,950 employees: hiring/termination trends, department distribution, and salary benchmarking.
TableauData ModelingData Visualization
TAE Analyst Agent
Offline agent that turns plain French, English, or Arabic questions into verified SQL over a 117K-row Caterpillar support-claims database, validated at 87% execution accuracy on a 100-question, 3-language benchmark.
PythonStreamlitOllamaQwenSQLiteNetworkXNumPysqlglot
Private repoView details