Logs Β· diagnostics Β· quality

Data Logging & Analysis

Analysis of maritime data streams and log files to make errors, gaps, and patterns visible.

Typical problem

When integration issues occur, it is often unclear whether the sensor, gateway, software, or data quality is the root cause.

Desired outcome

Traceable diagnostics and concrete next steps for developers, installers, or operators.

$GPRMC, position, course, speed !AIVDM, vessel, target, timestamp { api: 'json', transport: 'websocket' }

Possible tasks

  • Evaluation of existing log files
  • Detection of faulty, missing, or contradictory data
  • Timeline analysis of outages
  • Reports for technical decisions

Typical deliverables

  • Analysis report
  • Data quality check
  • Recommendations for further development
  • Optional: automated checking scripts

Does this service fit your project?

Send a short description of the data source, target system, and desired outcome. Implementation continues transparently according to effort.

Mia Seemann from Upwind Engineering

Personal contact

Mia Seemann

Software development for maritime data integration

Do you have an NMEA, AIS, Signal K, or API project? Send me a short description β€” I will reply with a technical assessment.