First Principles

We specialize in data science, empowering businesses by addressing cross-functional challenges through Data Science and AI methodologies. We provide actionable recommendations that enhance process efficiency and promote business growth. Our experience includes tackling over 20 diverse business issues while collaborating with a global clientele across various functions such as Marketing, Sales, HR, Operations, and Product Development. Our areas of expertise include: - **Analytics Strategy:** Assessing maturity, developing problem roadmaps, evaluating priorities, and designing solutions. - **Predictive Analytics:** Forecasting demand, predicting next purchases or visits, event or success outcomes, and customer lifetime value (LTV). - **Prescriptive Analytics:** Optimizing inventory, planning assortments, enhancing catalogs, determining pricing, analyzing business drivers, and improving customer funnels through targeting, acquisition, and engagement. - **Descriptive Analytics:** Analyzing trends, identifying business drivers, assessing and monitoring KPIs, managing performance, and conducting both basic and advanced statistical analyses. - **Visualization:** Creating interactive and user-friendly dashboards using Tableau and Power BI. - **Data Analytics Skills:** Proficient in methods such as ARIMA, ARIMAX, exponential smoothing, and classification techniques like CHAID, CART, Random Forest, decision trees, and XGBoost, as well as regression techniques including linear, logistic, Lasso, Ridge, and stepwise regression. Our approach is rooted in first-principles thinking and a deep understanding of business dynamics, which our clients value for its actionable nature. We look forward to connecting with you!