Umar Gana

I’m a Top Rated Data Scientist focused on predictive modelling, machine learning engineering, and time-series forecasting. I’ve delivered demand-forecasting systems that improved forecast accuracy for startups, and I’ve built algorithmic trading strategies for crypto markets.

In my recent work, I develop predictive machine learning models and engineer automated data pipelines for preprocessing, feature engineering, model validation, and evaluation. I also design interactive financial dashboards in Power BI and Tableau that help stakeholders monitor KPIs, model performance, and operational metrics for better decision support.

I enjoy turning complex datasets into actionable insights through strong feature engineering, model optimisation, and rigorous model evaluation. I’m also comfortable applying ML techniques like clustering and segmentation to uncover patterns, as shown in churn and demand prediction work for clients.