Development plan

My next steps are specific to the role I am targeting.

A strong portfolio should not only show current evidence. It should show how I will continue improving into the workplace.

Practise explaining technical dashboards in 60 to 90 seconds using business language.

Create a project focused on customer engagement, segmentation or campaign effectiveness.

Record assumptions, cleaning steps, definitions and limitations for each future project.

Update LinkedIn and GitHub with project outcomes, not only certificates.

Skills I will keep developing

Technical development

SQL, Power BI, Python foundations, data cleaning, reporting structures and data quality checks.

Motivation and self-awareness, curiosity and lifelong learning, empathy, active listening, leadership and social influence.