01 / Who I Am
With an MBA and a Masters in Data Science, I've had seven years of consulting and innovation experience — two in strategy, five in data science. I've worked predominantly for some of the largest firms in Africa and Europe, helping them identify and solve their biggest data and decision-related challenges.
Too often, data science produces elegant models that don't speak to real needs. My time as a strategy consultant taught me that context and customers matter more than theory: start with the problem first, test and iterate with the user second, deliver the solution third.
02 / Selected Work
Optimisation • Business Case Validation
Built a custom heat pump & thermal energy storage optimisation tool for an early stage entrepreneur. Through numerous stages the tool helped guide the development of the initial business case.
Online Tool →Multi-Agent • RAG • LLM • API
Built a voice-first assistant that routes conversations, gathers info, and generates personalised content. Multiple agents coordinate with each other throughout the process and external APIs, like Salesforce, were integrated.
Promo Video →Multi-Agent • RAG • LLM • Databricks
I led a team building a RAG-based IoT data gathering tool for analysts. The raw data was preprocessed with LLM-enhanced data augmentation. The user-facing tool consisted of a multi-agent pipeline with query restructuring, RAG, and multi-step response preparation.
In production03 / Writing
LLMs and GenAI are amazing amplifiers — but we're losing the ability to think, and in the process to make our own unique work.
An actionable, step-by-step guide to incorporating design thinking into data science projects that solve real problems.
How I combined a little maths and a little psychology to make a difficult decision quicker and easier.
