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BarnabyRumbold/README.md

πŸš€ Barnaby Rumbold

Data Engineer | Data Analyst | AI Enthusiast | Advanced Soft Skills | Passionate About Supporting Non-Profits Through Data

πŸ“§ Email: [email protected]
πŸ”— LinkedIn: (https://www.linkedin.com/in/barnaby-rumbold/)

πŸ’Ό Professional Experience

Data Engineer

πŸ“Š Data Engineering: Creating ETL pipelines on and off the cloud.
πŸ”„ Performance: Optimized SQL queries with CTEs, window functions, and stored procedures.

Data Scientist

πŸ€’ Predictive Analytics: Created a Logistic Regression App in Python using Scikit-Learn and Streamlit to predict outpatient attendance**

Data Analyst

πŸ₯ Healthcare Insights: Providing strategic analysis using SQL, Power BI, Python, and Excel.
πŸ“’ Stakeholder Engagement: Presenting insights clearly and professionally to ensure high-quality product delivery.
πŸ“ˆ Data Visualization: Created interactive dashboards for NHS executives using Power BI & SQL.

Manager

πŸ—ͺ Experienced & Trained Manager: - Led a small clinical team, provided training and management supervision, and completed the NHS Excellent Manager Programme.

Lecturer

πŸŽ“ Teaching & Supervision: Led lectures and provided clinical and academic supervision to students.

πŸ”§ Technical Skills

Programming

Python (OOP, Pandas, NumPy, Scikit-Learn, Matplotlib, Seaborn, Streamlit)
SQL (Query Optimization, Stored Procedures, Data Pipelines, Window Functions)

Cloud

Microsoft Azure (DP-900 Certified, Azure Fundamentals)

ETL & Data Pipelines

ETL Pipelines, Web Scraping, Data Modelling

Data Visualization

Power BI (Dashboards, DAX, Business Reporting)
Matplotlib, Plotly, Seaborn, Streamlit for Data Visualization

πŸ“š Education

πŸŽ“ Level 6 Apprenticeship AI Engineer – CambridgeSpark (Pending)
πŸŽ“ Health Sciences Modelling Associate Programme 6 – University of Exeter (Pass)
πŸŽ“ Data Engineering Boot Camp – QA (Pass)
πŸŽ“ MSc Cognitive Behavioural Psychotherapy – University of Salford (2018, Distinction)
πŸŽ“ BSc Mental Health Nursing – University of Manchester (2015, 2:1)
πŸŽ“ MA Sociology – University of Manchester (2011, Merit)
πŸŽ“ BA Sociology – University of York (2010, 2:1)

Volunteer Projects

Medito (2022)

Developed an analytics app for mindfulness research using Python, Streamlit, Matplotlib, NLP.

GWED-G (2022)

Assisted a Ugandan healthcare provider with resource allocation analytics.

CrowdFight (2022)

Evaluated performance metrics for a science-promotion non-profit using Google Cloud & Python.

Oikos (2022)

Geographical analysis for a literacy charity in Mozambique using Matplotlib & Plotly.

Personal Projects

Data Analytics

An NHS England Data Engineering project scraping A+E attendance data and ingesting in Microsoft Fabric

An app looking at CKD prevalence in England in the last 3 years using NHS data

Data Engineering

An NHS England Data Engineering project scraping A+E attendance data and ingesting in Microsoft Fabric

A Microsoft Azure data ingestion and processing pipeline

Data Science

Predicting patient appointment attendance based on demographic data

πŸ“« Contact

πŸ“§ Email: [email protected]
🌍 GitHub: BarnabyRumbold
πŸ’Ό LinkedIn: Your LinkedIn Profile

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