Cases
What the work looks like.
Results from a client’s data platform, shown as before and after, and one case you can inspect down to the commit: my own company.
Results
What that looks like in numbers.
From recent client work on a platform handling more than 60 million records.
72% from 25%
Old selection25%
Ranking model72%
A ranking model found 72% of the valuable cases using a quarter of the processing budget. The old selection found 25%.
Tested on two months of historical data
−98.5%
Before46 million
Now, only what changed683,000
A nightly job rewrote 46 million rows to change 683,000. Now it touches only what changed.
Measured in production
2–4.5×
Needed1×
Actually done2–4.5×
Duplicate workload traced to a single fault that had gone unnoticed because nothing looked broken.
Measured in production
Tell me what you need.
Three lines is enough. I reply within one working day with how I’d approach it and what it would take.
- No cost and no obligation
- A straight answer on whether I can help
- A price before any work starts