Case study
GledMD — AI Medical Education
One platform for exam preparation, interviews, applications and residency research.
- Role
- Founder & Product Manager
- Product
- AI education platform
- Customer
- International medical graduates
- Stage
- 0→1 → Iteration
The challenge
International medical graduates preparing for U.S. residency often use separate tools for examination preparation, interviews, personal statements, CV reviews and residency research.
What I owned
Product strategy · requirements · AI experiences · packaging · pricing · user feedback · product iteration · GTM.
The product
An integrated platform, labelled Shipped or Designed.
USMLE QBankshippedAI mock interviewsshippedPersonal statement buildershippedERAS CV reviewshippedSchool findershippedInterview readiness scoreshippedIMG HubshippedGroundedness & evaluation frameworkdesigned
Results
50+
Active users
acquired in the first quarter
0→1
Product launched
from concept
Continuous
Validation
user feedback and rapid iteration toward product-market fit