Hello! I am a data-driven BI and data analyst professional based in Accra, Ghana. I enjoy collaborating with teams to translate data into actionable insights, optimize processes, and deliver user-friendly solutions.
I have hands-on experience building data-driven tools, such as a retrieval augmented generation (RAG) system for PDF questions, an automated drug authentication system using a vision transformer, and customer segmentation using clustering. I am continually expanding my skills in data cleaning, visualization, ETL, and web development to help teams achieve their goals.
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Developed a customer segmentation system based on seasons by implementing the K- means and Hierarchical clustering algorithm. A dataset on customers from Kaggle called shopping behavior was used and highlighted the importance of season in the sales of items. It was proven that customers are very present in shops during the Summer season and as such, colorful clothing and items should be sold around this period.
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