I'm a Senior Quantitative Developer and Cloud Engineer with a unique career path spanning automotive engineering, analytics and financial services. I have built high-performance, scalable systems for risk modelling, emissions optimization, and statistical analysis — always with a focus on automation, testability, and reliability.

• Cloud Architecture – Designed and deployed a cloud native platform for hosting credit risk models at Investec Bank using Azure Container Apps, Azure Function Apps, and Azure SQL.
• CI/CD & DevOps – Built robust Azure DevOps pipelines including unit testing (PyTest), code coverage, vulnerability scanning (Wiz/Dependabot), and deployment automation.
• TDD-First Engineering – Advocate of clean, test-driven development to maintain software quality in lean teams without dedicated QA or BAs.
• Model Deployment – Automated model pipelines across Python and R, with experience in scaling parallelized optimization tasks in both finance and engineering domains.

tech_stack = { 
    "Languages": ["Python", "SQL", "R", "MATLAB", "Bash"],
    "Cloud": ["Container Apps", "Function Apps", "Azure SQL", "Azure Monitor", "DevOps"],
    "Data": ["SQLAlchemy", "Pandas", "Pydantic", "FastAPI"],
    "DevOps": ["Azure DevOps", "Docker", "GitHub Actions"],
    "SDK Development": ["Python package design", "API client libraries", "developer tooling"],
    "Testing": ["pytest", "TDD", "code coverage tools", "CI security gates"]
}

• ⚙️ High-performance Python APIs
• 🧰 Python SDK development and developer experience optimization
• 🏗️ Infrastructure as Code (IaC) with Bicep/Terraform
• 📦 Model deployment best practices in regulated environments (IFRS9 & IRB)
• 🔄 Smarter data pipelines and observability for risk systems
• 🤖 AI-assisted code optimization and developer productivity tooling
• 💬 Natural language to SQL interfaces for faster analytical insights and stakeholder interaction

• Architected, built, and tested a cloud-native risk model platform from scratch at Investec Bank. Handling data validation, exception reporting, and high-throughput deployment.
• Automated engine testing on race-grade dynamometers at Prodrive Automotive Technology.
• Built CO₂/NVH optimization platforms using advanced neural networks at Ford Motor Company.

• Technical Translation – Communicate complex quantitative concepts to non-technical stakeholders and regulatory bodies
• Cross-functional Leadership – Led multi-disciplinary teams across engineering, technology and risk integrating with business functions.
• Stakeholder Management – Managed relationships with senior executives and both internal and external auditors.

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📇 You can find me on LinkedIn