Interactive
The pipeline
Click a stage.
DATASET · raw_intake.csv
N = 240 · USABLE 31%
Demo
Synthetic data, generated in your browser. Not a client's.
Stage 02, up close
Cleaning
BEFORE / 6 ROWS SAMPLED
VendorDateAmount
Normalize
Dedupe
AFTER / CANONICAL
VendorDateAmount
4 date formats → ISO-8601
"Hudson Sply" ≈ "Hudson Supply Co."
2 duplicate invoices removed
1 null amount imputed & flagged
Currency strings → numeric
Capabilities
Data Infrastructure
Scattered exports into one source of truth you can keep querying.
Diagnostic Analysis
Cohorts, margins, churn drivers. Where the money actually goes.
Forecasting
Demand, staffing, inventory, on your seasonality rather than an industry average.
Operations Optimization
Scheduling, routing, prep timing, reorder points. Small changes that compound.
Strategy & Positioning
Competitive scans, pricing tests, market sizing. Your few blocks, not a national report.
Dashboards & Handoff
A live dashboard and documentation, so the answer outlasts the semester.
How engagements run
Strategy & Client sources the deal and owns the relationship. A dedicated committee runs that one business from first call to hand-off: the data team, plus client-side members where it helps.
Pin down the decision. Inventory what data exists. You can walk away here.