Solutions
Ways to combine my tools, dashboards, and automation into a working analytics solution — from campaign UTM tracking to end-to-end job pipelines.
Start from the outcome you need
Each solution below is a combination of the tools and projects on this site, wired to answer one real question. Pick the one closest to your problem — every link goes straight to the working artifact.
Launch a campaign that’s actually measurable
Batch-generate validated UTM links across creative, channel, and audience — then watch them land in the right funnel segment.
See which campaigns actually convert
Query UTM performance straight from GA4 and export aggregated, shareable CSVs — no Spreadsheet gymnastics.
Cut down messy source material fast
Side-by-side text comparison and clean-up — diff logs, transcripts, or research notes without leaving the browser.
Find the signal inside the noise
Quick frequency and phrasing analysis for transcripts, interview notes, and qualitative feedback.
Prototype a full e-commerce stack
End-to-end retail app — catalog, cart, checkout, and analytics — built to show how data flows between systems.
Make decisions from live data
Operational dashboard: order mix, margins, and throughput in one view, wired to a live source.
Secure, predictable identifier generation
Deterministic digit and code generation patterns you can reuse for IDs, tracking codes, and test fixtures.
Want something custom?
If your problem does not fit one of these, describe it — most engagements start with a 30-minute scoping call.
How the pieces fit together
A typical engagement follows four steps:
- Frame the question. What decision needs better data? What is the output — a link, a dashboard, an alert?
- Pick the tools. Reuse what already exists in the library before building new.
- Wire the pipeline. Cognito + DynamoDB + Lambda backends where cloud state matters; pure browser tooling where privacy wins.
- Prove the loop. GA4 events → segment → report → decision. If it can’t be reported, it isn’t a solution yet.