David Shumba

United Kingdom

David Shumba

I turn messy data into clear decisions — dashboards, automation, and AI workflows.

Selected Work

NHS A&E Performance Dashboard

In Progress

June 2026

Analysing NHS England A&E waiting-time data to surface operational patterns and performance trends. Built in Power BI with SQL preprocessing and Python for data cleaning.

Power BISQLPython
Source coming soon

Predictive Maintenance — NASA C-MAPSS

In Progress

2026

Remaining-useful-life modelling on the NASA turbofan engine degradation dataset (C-MAPSS). Exploring regression and LSTM approaches to predict engine failure before it occurs.

Pythonpandasscikit-learn
Source coming soon

About

I am a Data Analyst Degree Apprentice, and aspiring Data Scientist, based in the UK, building the systems that help businesses obtain robust insight from, and make better decisions with their data.

My work sits at the intersection of data engineering, analytics, and AI automation. I spend most of my time in Power BI and SQL — building dashboards, pipelines, and automated reporting workflows that remove friction from how data reaches the people who need it.

I care about work that's verifiable: live systems, published code, documented methods. Every project on this site is real, linked to its source, and honestly marked as in-progress or shipped.

Experience

Data Analyst Degree Apprentice

2024Present

Building and maintaining Power BI dashboards, SQL reporting pipelines, and data automation workflows. Degree Apprenticeship combining on-the-job data practice with formal qualification.

Education

BSc Digital and Technology Solutions (Degree Apprenticeship)

2024Present

In progress — combined workplace learning and academic study.

Skills & Tools

Data & Analytics

Power BIDAXSQLExcel

Programming

PythonpandasNumPy

AI & Automation

Prompt engineeringWorkflow automationscikit-learn

Tools

Git / GitHubVS CodeVercelJupyter

Get in Touch

Let's connect.

Open to interesting conversations about data, AI, and what you're building. Reach out on LinkedIn or email directly.

United Kingdom