Work and research
Two kinds of work are published here. Client engagements: currently at discovery stage. Applied research: analytical work on public data, published to show how we approach a problem and what our deliverables actually look like.
CLIENT ENGAGEMENT
Discovery
Published with methodology and the deliverables. These show the standard we work to and the form our reporting takes.Governance finds the problem. Business intelligence builds the fix.
RETAIL – BUSINESS INTELLIGENCE
Under Discovery
An end-to-end framework from star-schema data foundation through feature engineering and model development to the dashboard a director of nursing would use on a Monday morning.
APPLIED RESEARCH AND DEMONSTRATIONS
Analytical work on public data
Published in full, with the methodology and the deliverables. These show the standard we work to and the form our reporting takes.
HEALTHCARE – PREDICTIVE MODELING
Reducing hospital readmissions through predictive modeling
An end-to-end framework from star-schema data foundation through feature engineering and model development to the dashboard a director of nursing would use on a Monday morning.
RETAIL – SEGMENTATION
Customer segmentation analysis through RFM and machine learning
RFM feature engineering and cluster selection tested with both elbow and silhouette methods rather than assumed, with segments defined so a marketing team can act without a data scientist in the room.
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