Ahmed Shabib
Runs the EcoFreight platform — API, calculator, ingestion pipelines.
Ahmed runs the engineering side of EcoFreight. The API at api.ecofreight.co, the calculator at /calculator, the data-ingestion pipelines that pull GLEC updates and emission factor revisions into production — all his.
His posts on the blog are usually about how an emissions number turns into a request/response: latency budgets, calculation_id stability, when machine learning helps and when it adds noise, what a real-time tracking pipeline looks like versus the quarterly Excel rollup it replaces. He is the most likely author of any post with a benchmark or a system-diagram.
If you find an API behaviour that looks wrong, the request_id you got back tells him exactly what happened — please include it in any support email.