PwC South Africa

ARQ Apps - Business/Product Lead and Team Co-Founder
Business/Product lead and team co-founder of a multi-disciplinary product development team that developed a cloud-based actuarial analytics platform to provide scalable client-facing quantitative finance modelling applications. Applications include, amongst others, Non-Life Insurance Reserving, Credit Risk Modelling and Workforce Analytics.

AI and Machine Learning for Financial Services - Proposition Lead
Proposition lead for a team of Data Scientists, Software Engineers and Actuaries developing scalable AI/ML products such as recommender systems and fraud detection systems, delivering bespoke AI/ML solutions to clients in the financial services sector and providing #ResponsibleAI Assurance services to clients.

Consistently rated as an Impact Tier 1 (Exceeds all expectations) performer.

Senior Manager - Digital Technologies for Financial Services, AI and Machine Learning

Engagement and Client Manager
Engagement and client manager for quantitative focussed Retail, Corporate and Investment Banking consulting projects related to financial statement forecasting, financial instrument valuation, credit risk and operational risk.

PANDA Designer and Initial Developer
Ideated, designed, developed and implemented the PANDA resource management platform for performing integrated financial and resource management within PwC. The platform has subsequently been absorbed into the ARQ Apps platform.

The ARQ Apps and AI/ML Proposition mentioned as my Senior Manager roles above were founded/started during this time.

Consistently rated as an Impact Tier 1 (Exceeds all expectations) performer.

Manager: Actuarial, Risk & Quants

Senior Associate and Associate: Actuarial, Risk and Quants

I combine mathematics, economics and technology to help build the financial services organizations of tomorrow. I believe the future of financial services is model-first and I love building towards that future.

I enjoy solving complex problems in great teams to reimagine how we approach quantitative financial systems. My interests lie at the intersection of data science and quantitative financial modeling.

Some of my other interests are behavioral economics, macroeconomics and real estate.

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