Software & AI engineering
Prototype a visual inspection workflow
Singapore · Remote · 4 weeks
Evaluate one surface-defect detection approach and give operators a simple way to review its mistakes.
Combine two logger export formats into a documented daily table for twelve irrigation zones.
Nairobi, Kenya Remote
This is an example brief. Its company, dates, budget, assignment and progress illustrate a project; they do not represent available or commissioned work. Proposals cannot be submitted.
The brief
Our agronomy team currently merges flow and soil-moisture exports by hand. We want a repeatable local pipeline for two fixed CSV formats across twelve zones. It should standardise timestamps, preserve source identifiers, flag missing intervals and create daily summaries without silently filling gaps. The work includes one dry-run review using a six-week sample. Sensor configuration, irrigation recommendations, live ingestion and predictive models are not part of this package.
A running start
Confirm zone identifiers, time conventions and how counter resets should be flagged.
Parse both formats and produce summaries with completeness indicators and source references.
Match the three reference days and review how missing or reset intervals appear in the output.
To agree before starting
Confirm the deliverables, review checks and response window together so everyone knows what a successful handover looks like.
Record the requested change, its reason and its effect on deliverables, budget and timing. Both parties agree the revised scope in writing before the additional work begins.