Dr. Mohammad Ali Manouchehri
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Project dossier

OPG Recognition

Client anonymized

Dental AI platform

An AI-assisted dental imaging platform combining clinic management and appointment booking with machine-learning-based analysis of panoramic dental X-ray images.

Contribution record
Period
2019
Role
Backend Developer & AI/ML Engineer
Access
Private
Project media1 image
Dental AI interface with an anonymized panoramic X-ray and assisted findings panelIdentity details withheld

OPG RecognitionInterface visualization of the AI-assisted imaging workflow; no clinical performance claim is implied.

README.md

Project brief

Assist the review of panoramic dental images while integrating the model into a broader clinic-management backend.

Contribution recordResponsibility by type

What I engineered, architected, and led

Responsibilities are separated to show direct implementation, system design, and coordination clearly.

Personally engineered

  • Designed and developed the backend.
  • Developed and trained a convolutional neural network using dental image data and Google Colab.
  • Integrated the AI model into the backend.

Architected

  • Designed backend and AI integration for the imaging workflow.
  • Connected assisted image analysis with clinic-management and appointment functionality.

Led or coordinated

  • Led the development team.
  • Supervised frontend development and integration.