Research Collaboration Platform
A platform for managing datasets, experiment runs and publication drafts across several distributed research groups.
Read more- Client
- Placeholder client
- My role
- Full-Stack Developer
- Year
- 2024
- Category
- Software Development
Planners had been given a point forecast for years and had learned, quite reasonably, to ignore it.
The change
Show the interval. A forecast of 400 units with a range of 380 to 420 is a different decision from the same 400 with a range of 150 to 900, and the old dashboard made those look identical.
Outcome
The depots that engaged with the intervals reduced stockouts. The ones that kept reading the midpoint did not, which is its own kind of finding.
Outcome
Stockouts down noticeably at the depots that used the intervals rather than the single number.
Related work
Common questions
What kind of projects does Humza Imran take on?
Selected case studies are on this page. Work is usually applied AI, production software, or both, with a named outcome rather than a slide deck.
How can I work with Humza Imran?
Use the contact form at https://humzaimran.com/contact or email humzaimran505@gmail.com. Describe the problem, the timeline, and whether you need a system built, a team trained, or both.