Machine LearningRetail Demand Forecasting Engine
Unreliable SKU-level forecasts left $1.8M tied up in the wrong inventory. A gradient-boosting model with holiday and promotion regressors cut forecast error from 21% to 11.4%.
Data Science · Business Intelligence
I use data analytics, business intelligence and data science to transform complex data into clear insights, interactive dashboards and actionable business decisions.
Revenue Intelligence
Decision Cockpit
ARR
$42.6M
+8.4%
Margin
71.2%
+1.9pt
Pipeline
3.4x
+0.3x
Trend · 12 mo
Actual vs Forecast
Volume by region
Model confidence
What I do
From raw data to the story a leadership team acts on — the full analytics value chain.
Transform raw data into useful business insights.
Build interactive Power BI dashboards and decision-support systems.
Use statistical and computational methods to discover patterns in data.
Communicate complex analysis through clear visualizations and recommendations.
Featured projects
A selection of analytics, BI and data science projects with measurable business outcomes.
Machine LearningUnreliable SKU-level forecasts left $1.8M tied up in the wrong inventory. A gradient-boosting model with holiday and promotion regressors cut forecast error from 21% to 11.4%.
Business IntelligenceFragmented supplier and OTIF data made weekly reviews slow and reactive. An executive Power BI workspace over 40M fact rows improved on-time-in-full by 12 points.
Statistics & ResearchUnclear channel ROI kept spend frozen in low-return media. A Bayesian media mix model, validated against geo-holdouts, reallocated 18% of spend at flat budget.
Technical toolkit
A focused stack spanning analytics, BI, modelling and communication.
Let's talk
Tell me the decision you're trying to make — I'll help you turn the data into a clear answer.