Flight Analysis

Developed predictive models using UK flight data to identify delays and risks, achieving high accuracy and strong real-world applicability.

Built machine learning models to forecast outcomes using historical data, improving accuracy, identifying patterns, and supporting better, data-driven business decisions.

Processed and cleaned raw datasets by handling missing values, removing inconsistencies, and structuring data to ensure accuracy, reliability, and readiness for analysis.

Evaluated model effectiveness using key metrics like ROC-AUC, precision, and recall to ensure strong predictive performance and real-world business applicability.

KPI Design

Created KPI frameworks across multiple departments, aligning performance tracking with business goals and supporting strategic planning for growth.

Designed key performance indicators to measure business success, track progress across departments, and provide clear benchmarks for data-driven decision-making.

Aligned business objectives with measurable goals by integrating data insights, ensuring teams work cohesively towards shared targets and long-term organisational success.

Developed structured business plans using data analysis and market insights, supporting growth strategies, investment readiness, and effective decision-making across operations.

Sales Dashboard

Built interactive dashboards using Power BI to visualise sales data, enabling stakeholders to track performance and identify opportunities quickly.

Created clear and engaging visual representations of complex data, helping stakeholders quickly understand trends, patterns, and key insights for decision-making.

Developed interactive dashboards using Power BI, enabling users to explore data dynamically, track performance metrics, and gain actionable business insights.

Analysed datasets to uncover meaningful insights, identifying trends, opportunities, and risks that support strategic decisions and improve overall business performance.