Scientific data automation
Antenna data formatting and calculation automation
Standardized inconsistent scientific datasets and automated angle-specific calculations with modular Python tooling.
70–80%less manual computation
Challenge
The client relied on multiple differently formatted sources and manual formulas to calculate antenna parameters. The process was slow, difficult to reproduce, and vulnerable to small input errors.
Approach
We designed a consistent data model, validation rules, and reusable calculation functions so every source followed one dependable workflow.
Result
Manual computation time was reduced by 70–80%, while new datasets and formulas could be added without rebuilding the process.