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  • Cardiff, UK
  • 06:12 (UTC +01:00)

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alpsAyon/README.md

Hi, I'm Yousuf

Health Data Scientist | MSc Health Data Science, Swansea University
Passionate about using data to improve patient outcomes and NHS service delivery.

I'm a data professional with a background in Computer Science and Network Administration, currently specialising in health data science. My work sits at the intersection of clinical data, statistical analysis, and software engineering — with a focus on building tools and insights that are directly applicable to NHS operations.


What I'm working on

  • NHS portfolio projects — prescription cost analysis, A&E performance dashboards, and COVID-19 population health analysis for Wales
  • Health data modelling — investigating modifiable lifestyle factors as predictors of cognitive decline using regression analysis in R
  • RTT waiting list SQL database — modelling NHS referral-to-treatment pathways

Tech stack

Languages

Python R SQL Bash C/C++

Data & Analysis

pandas tidyverse ggplot2 scikit-learn

Infrastructure & Tools

Linux PostgreSQL Kubernetes Raspberry Pi


Featured projects

Project Description Stack
NHS Prescription Cost Analysis Analysing 313 million prescriptions to surface cost drivers and regional variation across NHS England Python, pandas, matplotlib
COVID-19 Wales Population Health Population health analysis of COVID-19 outcomes across Welsh local authorities using WIMD deprivation indices R, ggplot2
Cognitive Decline Predictor Multiple linear regression examining lifestyle factors (sleep, BMI, exercise) as predictors of cognitive decline R, ANOVA, regression
CVD Prediction ML Cardiovascular disease prediction model achieving 91% accuracy — BSc final year project Python, scikit-learn
Kubernetes Resource Manager Dynamic CPU/memory allocation tool for containerised environments — MSc Computer Science project Python, Kubernetes

GitHub stats


Education & credentials

  • MSc Health Data Science — Swansea University (in progress)
  • MSc Network Administration and Management — University of Portsmouth (Distinction)
  • BSc Computer Science — Daffodil International University

Background & interests

Before specialising in health data, I worked as a Teaching Assistant and Lab Supervisor at the University of Portsmouth, supervising a Virtualisation and Cloud Design module. Outside of academic work, I build things with Raspberry Pi — a home media server, IoT weather-based lighting, network monitoring tools, and a home security system.

I'm also an enthusiastic flight sim pilot on Microsoft Flight Simulator 2024 — general aviation and airliners both.


Let's connect

I'm actively seeking NHS data analyst and data engineer roles in the UK. If you're working on health data problems or hiring, I'd love to chat.

LinkedIn Kaggle Email


"Turning health data into decisions that matter."

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  1. nhs-prescription-analysis nhs-prescription-analysis Public

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  2. covid19-wales-health covid19-wales-health Public

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  3. cognitive-decline-predictor cognitive-decline-predictor Public

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  4. Raspberry-Pi-4-Home-NAS-with-Samba Raspberry-Pi-4-Home-NAS-with-Samba Public

  5. Cardiovascular-Disease-Prediction-Using-Data-Mining-Classification-Techniques Cardiovascular-Disease-Prediction-Using-Data-Mining-Classification-Techniques Public

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