I'm a data analyst passionate about helping businesses make sense of their data. I enjoy transforming complex, messy datasets into clear stories and actionable insights.

My focus is on building dashboards that get used, automating repetitive tasks to free up teams for more interesting problems, and creating models that help businesses plan for the future.

When I'm not working with data, I enjoy listening to music and making contents.

• Project A: Fraud Detection Model: Building an XGBoost + LightGBM classifier on the BAF NeurIPS 2022 dataset using SMOTE-ENN to handle class imbalance applying SHAP for explainability.
• Project B: HireSignal v2: Extending UK graduate job market analysis to track skill demand shifts and add salary banding.

• Cloud data: Microsoft Azure (DP-900 fundamentals cert - free learning path)
• dbt (data build tool) - showing up in every modern SQL stack