At Autodesi, I cleaned and validated datasets of 50,000+ records, improving data accuracy by over 30%. I also built and maintain 15+ Power BI dashboards and automated client reporting, cutting manual reporting time by roughly 40%.
I built a hospital readmission prediction study using 101,766 inpatient encounters. I used patient-grouped validation, checked model calibration, and audited performance by age, sex, and race.
As a Clinical Officer Intern at Nyeri County Referral Hospital, I clerk, assess, and manage patients under supervision. Working with clinical documentation, triage, and handover informs how I clean, validate, and interpret health data.
For a PhD study on iron and folic acid adherence in pregnancy, I collect participant survey submissions using KoboCollect and check incoming records for quality. I’ve also published 20 articles on data and responsible AI topics.
