About Me

AI Specialist & Tech Analyst • Operational Administrator

Building intelligent solutions with data and AI—combining frontline care experience with technical expertise to transform how technology serves people.

MSc Artificial IntelligenceCompTIA Data+ Certified3+ Years Scottish Care ExperienceScotland, United Kingdom
Ayoolumi Oluwafemi Melehon

9+

Tech Projects

3+

Years in Care

My Journey: From Corporate Banking to Care to AI

My story doesn't begin with code or care—it begins with learning how to show up professionally, ethically, and with integrity. At FCMB Bank in Nigeria, I learned the foundations that would shape everything I've built since. Working in one of Nigeria's leading financial institutions taught me corporate discipline, regulatory compliance, and the weight of handling sensitive information with absolute confidentiality.

In February 2023, I made a deliberate decision to enter Scotland's health and social care sector. This wasn't a step backward or a career change—it was a strategic move. I knew that to truly build technology that transforms care, I couldn't just study it from textbooks or analyze datasets from a distance. I needed to feel it.

I started with Avenue Care Services, then moved to First Class Care Services, gaining experience in adult social care. From March 2025 to June 2026, I worked at Camphill Blair Drummond, a therapeutic community supporting people with learning disabilities.

And in that work, I've seen things that changed me forever.

I've witnessed the quiet heartbreak of families who can't get clear answers about their loved one's care. I've seen the exhaustion in colleagues' eyes when they spend more time on paperwork than with the people they're meant to support. I've held the hand of someone having a difficult day, knowing that somewhere in a database there might be a pattern—a trigger we could have anticipated.

This is why I pursued an MSc in Artificial Intelligence at the University of Stirling while working in care, and why I earned my CompTIA Data+ certification. I've now built over nine healthcare analytics projects and numerous optimised social care and administrative systems.

In July 2026, that journey reached its next chapter: I began work as an Operational Administrator—bringing together the corporate discipline from banking, the frontline understanding from care, and the technical depth from my MSc in AI. Alongside this role, I'm building toward data engineering, developing the pipelines and systems that turn raw data into decisions—and sharing what I learn publicly along the way.

My mission is deeply personal: to use AI, data analytics, and technology to improve outcomes for people and organisations—and to break down complex technology into clear, actionable insights for everyone building their own path.

What Makes Me Different

Four perspectives that set my work apart

🏦

Corporate Foundation

FCMB Bank taught me professional excellence, regulatory compliance, and ethical conduct.

  • ✓ Professional discipline
  • ✓ Confidentiality & data handling
  • ✓ Customer service excellence
  • ✓ Process improvement
💙

Care Sector Insider

I didn't just study healthcare data—I lived it. Three years on the frontline showed me exactly what my technology aims to fix.

  • ✓ 3+ years frontline care
  • ✓ Avenue → First Class → Camphill
  • ✓ Real understanding of challenges
  • ✓ Emotional connection to mission
📊

Technical Excellence

Advanced AI and data science skills, proven through academic achievement and real-world delivery.

  • ✓ MSc Artificial Intelligence
  • ✓ 9+ deployed projects
  • ✓ Python, SQL, ML/AI, Power BI
  • ✓ Full-stack development
🚀

Builder in Public

I don't just build prototypes—I build end-to-end systems and share the journey publicly.

  • ✓ 9+ deployed projects
  • ✓ End-to-end ownership
  • ✓ Production mindset
  • ✓ Learning shared on GitHub & YouTube

Healthcare Experience & Impact

🏥Frontline Care Experience

  • 3+ years in Scottish health and social care (Feb 2023 – June 2026)
  • Camphill Blair Drummond (March 2025 – June 2026)
  • First Class Care Services (previous role)
  • Avenue Care Services (previous role)
  • Supporting people with learning disabilities
  • Adult social care, community & domiciliary care

📊Data Science Projects

  • 9+ healthcare analytics and AI projects completed
  • NHS A&E wait time prediction (85.67% accuracy)
  • COVID-19 impact analysis across 14 Scottish health boards
  • Mental health demand forecasting
  • Medical AI (pneumonia detection, fall risk assessment)
  • 620K+ healthcare records processed with GDPR compliance

Technical Skills

💻Programming & Development

Languages: Python, JavaScript, TypeScript, SQL, HTML/CSS

Frameworks: Flask, Next.js, React, Tailwind CSS

Data: Pandas, NumPy, DuckDB, SQLite

ML/AI: Scikit-learn, XGBoost, TensorFlow, PyTorch

Visualization: Plotly, Altair, Matplotlib, Seaborn

📊Analytics & BI

Dashboards: Streamlit, Power BI, Tableau

Spreadsheets: Microsoft Excel (Advanced), Google Sheets

Databases: PostgreSQL, SQLite

Notebooks: Jupyter, Google Colab

ML Platforms: Hugging Face, Streamlit Cloud

Automation: Microsoft Power Automate, SharePoint, M365 workflows

Cloud: AWS, Azure (in progress), Render, Vercel

🌐Web Development

Frontend: React, Next.js, HTML5, CSS3, Tailwind

Backend: Flask, RESTful APIs, Node.js

CMS: WordPress, Custom CMS

DevOps: Git/GitHub, Docker, Vercel, DNS

SEO: On-page optimization, Analytics

Social Media: Content strategy, Platform management

🔧Hardware & Systems

Hardware: PC Assembly, Component Installation, Upgrades

Systems: Windows, Linux, System Configuration

Software: Installation, Deployment, Troubleshooting

Networking: Setup, Configuration, Maintenance

Support: Technical Support, User Training

🎨Design & Publishing

Graphic Design: CorelDRAW, Logo & Branding

Desktop Publishing: Flyers, Brochures, Banners

Large Format: Billboard Design, Signage, Posters

Print Production: Pre-press, Color Management

Print Management: Large format printing operations

🏥Healthcare & Corporate

Data Sources: Public Health Scotland, NHS datasets

Office: Microsoft Office Suite, SharePoint

Systems: Document Management, Quality Assurance

HR: People Systems, Recruitment Admin

AI Tools: ChatGPT, Claude AI, GitHub Copilot

Compliance: GDPR, Patient privacy, Confidentiality

🚧Data Engineering Roadmap (2026)

Currently building, in public:

Cloud: Microsoft Azure (AZ-900 in progress)

Pipelines: Azure Data Factory, Synapse, Data Lake (DP-203 track)

Analytics: Advanced Power BI & DAX (PL-300 track)

Engineering: ETL pipeline design, orchestration, data warehousing

Every project from this roadmap ships to GitHub

Education & Experience

July 2026 - Present

Operational Administrator

Care sector organisation, Scotland

Operational reporting and Microsoft 365 workflow automation—while building toward data engineering

2023 - October 2025

MSc Artificial Intelligence

University of Stirling, Scotland

Focus: Machine Learning, Deep Learning, Healthcare AI, Data Science Applications

Banking Experience

FCMB Bank Nigeria

Corporate Banking & Customer Service

Professional conduct, regulatory compliance, confidentiality, customer service excellence

2024

CompTIA Data+ Certification

Data Analytics • Business Intelligence • Statistical Analysis • Data Governance

2026 — In Progress

Microsoft Certification Track

AZ-900 • PL-300 • DP-203

Azure Fundamentals, Power BI Data Analyst, and Azure Data Engineer — part of a structured 6-month data engineering programme

2023-2026

Scottish Social Care Professional

Three years frontline care • Avenue Care → First Class Care → Camphill Blair Drummond

2015-2018

PGD Computer Science

Abubakar Tafawa Balewa University, Nigeria

2009-2014

ND & HND Computer Engineering

Nigeria • Foundation in Systems, Networks, and Technical Computing

Professional Certifications

Continuous learning through industry-recognized platforms

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Codecademy

2024

  • Learn Tableau for Data Visualization
  • Learn SQL
  • Learn Python 3
  • Principles of Data Literacy
  • Microsoft Excel for Data Analysis
  • Handling Missing Data
in

LinkedIn Learning

2025

  • Statistics Foundations 1: The Basics
  • Preparing to Get a Job in Data Analytics
  • Introduction to Data Science
  • Connecting Your Work to Your Purpose
  • CompTIA Data+ Cert Prep: Data Concepts
  • Basics of Data Visualization Analysis
AWS

AWS Training

2025

  • Fundamentals of Analytics on AWS - Part 1

Cloud analytics and data processing fundamentals

Where I'm Headed

🎯 The Trajectory

Currently working as an Operational Administrator while building toward data engineering:

  • • Data pipelines and ETL systems (building in public)
  • • SQL, Python, cloud data platforms
  • • Analytics engineering and automation
  • • Every project shared on GitHub and YouTube
  • • Breaking down AI and data tech for my audience

🤝 Freelance & Consulting

Also available for freelance and consulting projects:

  • • Dashboard and analytics development
  • • Business automation systems
  • • Data analysis and visualization
  • • Custom software solutions
  • • AI/ML model development

Let's Build Something Meaningful Together

Whether you need data analytics, AI solutions, or automation—I bring technical expertise, corporate discipline, and real-world care experience to every project.