Challenge Context

Field data quality issues and manual cleaning often delay reporting.

My Approach

• I build forms and workflows in KoboToolbox, ODK, and CommCare.
• I design validation, supervision, and cleaning logic.
• I automate transformations and reporting handoffs.

What You Get

• Digital forms and skip logic
• Data cleaning scripts and QA rules
• Pipeline SOPs