Blog
Project write-ups and notes on careers, learning, language and identity.
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Personal project
An NLP pipeline for isiNdebele
Building natural language processing for a low-resource language, from scraping text to semantic analysis.
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Company project
Recommending subscription plans with machine learning
A recommender system for subscription plans that reached 80.9% accuracy on unseen data.
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Company project
Wine market analysis in Tableau
Finding trends and patterns in wine market data to guide marketing and sales decisions.
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Writing
I wrote a book about identity
On writing My Identity, My Dreams, an autobiographical exploration of identity.
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Career
Crafting a data-focused career from diverse experiences
How work in HR, sales, marketing and research fed into a career built around data.
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Learning
Becoming a data scientist in 7 months
Seven intensive months at BeCode, and what changing careers taught me about learning.
