Results-driven Data Analyst with 1+ years of hands-on experience transforming complex datasets into actionable business insights. Achieved 89.3% accuracy in predictive conversion models and engineered interactive dashboa…
Results-driven Data Analyst with 1+ years of hands-on experience transforming complex datasets into actionable business insights. Achieved 89.3% accuracy in predictive conversion models and engineered interactive dashboards tracking 10+ KPIs that reduced reporting time by 70%. Expert in Python (Pandas, Scikit-learn), SQL, Tableau, and Power BI, with proven success in building end-to-end ML pipelines that increased campaign ROI by 23%. Seeking to leverage advanced analytical skills to solve challenging business problems and drive data-driven decision-making for forward-thinking organizations.
Analyzed employee turnover patterns revealing 16.12% attrition rate and $2.05K income gap between attrited and active employeesEngineered advanced DAX measures and interactive visualizations tracking 9 job roles across multiple demographicsDrove strategic retention initiatives by identifying that Laboratory Technicians (62 employees) and overtime workers show 40% higher attrition rates
Developed an interactive Power BI dashboard analyzing 50K+ transactions and 2.8B in revenue for mobileand laptop sales across 5 regions and 20+ brands. Implemented advanced DAX measures and dynamicvisualizations to track regional performance, product specifications, and customer behavior. Deliveredactionable insights revealing seasonal trends and opportunities for improving customer loyalty programs.
Built end-to-end ML pipelines achieving 89.3% accuracy in conversion prediction using Random ForestOptimized model performance through threshold tuning, boosting recall on non-converters from 35% to 50%Enhanced campaign ROI by 23% through improved targeting based on CTR forecasting models
Architected an interactive Tableau dashboard monitoring 10 KPIs, reducing reporting time by 70%Automated weekly reporting processes, saving 8 hours of manual work per monthIdentified top 3 customer segments responsible for 65% of revenue, enabling targeted retention strategies that reduced churn by 12%
Executed comprehensive SQL analysis across 50+ African countries, examining death rates, infection peaks, and vaccination coverageGenerated insights on mortality rates and continental impact comparisons through multi-query analysisIdentified top 5 countries with highest infection rates relative to population size
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