Explore case studies showcasing how I've helped manufacturing and agriculture clients leverage data, analytics, and AI to optimize operations, improve efficiency, and drive growth.
Data Modelling, Clustering, Predictive Analytics, Pricing Optimization, Revenue Optimization
Nestify's Data Nest: Hatching Revenue Growth
Nestify optimized its short-term rental listings using data science. By creating a data pipeline, utilizing coordinates, and applying clustering, I developed a predictive model for pricing optimization.
The solution increased host revenue and platform competitiveness, establishing Nestify as an industry leader.
Market Research
Rural Reach: Dialing into South Africa's Unbanked Frontier
In 2017, I created a mobile interface for Hello Group to conduct surveys among underserved rural and migrant communities in South Africa.
The project aimed to test the feasibility of a new banking offering, collecting crucial data on customer segments, purchase intent, product preferences, and desired customer experience.
Natural Language Processing (NLP), Sentiment Analysis
Sentiment Safeguard: Taming Tongues in the Rainbow Nation
I developed a cutting-edge NLP solution for Hollard, a leading South African insurer, to analyse customer sentiment across multiple languages. The project resulted in a real-time PowerBI dashboard, automated alerts for negative feedback, and competitor tracking, significantly enhancing Hollar's customer relationship management.
