01Backend2025Live
Uplift
Sports analytics APIs and web front end, at Beneathatree
- APIs and the web front end
- Full stack
- Worked on in production
- Since 2025
- The bar for any change under a live product
- Zero downtime
Uplift is a sports analytics product at Beneathatree, where I work on the APIs it reads from and the web front in front of them. The part of the job I am most careful with is changing things already in use. Analytics is only worth anything if yesterday's report still means what it meant yesterday, so anything I move underneath has to land without an existing answer changing and without the product going offline.