I work at the intersection of technology, strategy, and creativity, with a background spanning consulting, fintech, and media. I specialize in making complex systems usable—whether that’s analytics, AI-enabled workflows, or client-facing operating models—by combining technical fluency with clear strategic framing.
My relationship with technology has always been hands-on. What started as an early ease with complex software evolved into deep work with video production tools, data platforms, and business-critical systems such as ERP and process-intelligence environments. Along the way, I developed a strong instinct for how people actually interact with tools—and where friction quietly kills value.
In recent years, my focus has shifted toward analytics and automation, working extensively with SQL and Python to explore how modern, open libraries can power practical, high-impact solutions. I’m particularly interested in AI-native use cases where technical capability, human judgment, and adoption need to be designed together. I’m most energized by collaborative, client-facing work where learning, synthesis, and execution come together to create real outcomes.
Years of
Happy
Complete
Celonis
95%
Python
85%
SQL
90%
PQL
90%
MS Office
95%
Wordpress
85%
HighRadius | October 2024 - Present
Developing data transformation pipelines and ML models for predictive data analysis through NLP and local LLMs
Leveraging expertise in O2C processes, collections, and debit module operations.
Ensuring data integrity and Java-based data transformation pipeline config.
Conducting end-to-end UAT / stakeholder training and coordinating cross-functional engineering teams.
Apolix | March 2024 - October 2024
Led the analysis and optimization of financial and operational processes, including accounts payable, receivables, and performance management, for large B2B clients across various industries in South Africa, France, and Germany.
Developed custom data models and integrated ERP systems like Microsoft Dynamics and SAP into data processing platform Celonis for more accurate and insightful business analysis.
Insify | September 2023 - February 2024
Developed a normalized custom Performance Index and leveraged Python for specific data visualization solutions.
Created a custom GPT-based tool for the onboarding of new employees, aiming to streamline the integration process.
BCG Platinion | June 2018 - August 2018
Assisted in the development and implementation of IT concepts, primarily focusing on research.
Streamlined administrative processes, enhancing efficiency under general manager’s top leadership at Platinion BCG.