Operational hydrology support that’s practical, defensible, and built to run.
I help water-resource teams improve forecast performance, streamline gridded-data workflows, and build modeling systems that hold up under real-world operations.
Typical outcomes
- Reduced manual steps and fewer failure points in daily ops
- More consistent basin-averaged forcing and validation datasets
- Calibration + verification that’s documented and repeatable
- Clear handoff: code, docs, and training for your team
Services
Pick a focused engagement or combine them into a phased project.
Forecast model support
Model configuration, calibration strategy, performance diagnostics, and verification workflows.
- Parameter review + calibration plan
- GOF metrics, event-based evaluation
- Operational documentation + SOPs
Reservoir & operations modeling
Decision-support workflows for reservoir operations, inflow forecasting, and scenario evaluation.
- Rule curves and what-if scenarios
- Inflow forecasting workflows
- Operational constraints captured clearly
Data pipelines & automation
Reliable, maintainable pipelines for gridded data, basin averages, and routine reporting.
- MRMS/URMA/NBM-style ingestion
- Shapefile/GeoPackage basin processing
- Automated QA/QC + alerts
services.html with expanded detail.
How I work
Quick discovery
Short call + a lightweight questionnaire so we scope exactly what “success” looks like.
Prototype fast
I deliver an early working version (scripts, dashboards, or workflow changes) for feedback.
Harden for ops
Version control, test data, logging, and documentation so it runs reliably in production.
Handoff cleanly
Training + clear SOPs. Your team can run it without needing me on speed dial.
Selected work
Replace these with specific examples as you’re ready (or keep them general).
Calibration and verification package
Repeatable workflows to evaluate forecast performance across seasons and events.
Basin-average forcing automation
Reliable extraction + QA/QC for gridded products using basin polygons.
Operations-ready model workflows
Operational documentation, runbooks, and failure-mode handling to reduce risk.
Contact
Send a note with what you’re trying to accomplish and your timeline. I’ll respond with next steps.
you@yourdomain.com
Replace with your domain email when ready.
What to include
- What system/workflow you’re using now
- Where it breaks (and how often)
- What “better” means (accuracy, time saved, reliability)