Oil Company Safety Scanner
A computer vision MVP that allows field workers to verify safety procedures by snapping a photo of their equipment and environment.
Client: Confidential Enterprise Energy Client
Summary
Built for a major oil and gas entity, this safety scanner uses computer vision to reduce on-site accidents.
What We Built
Delivery Timeline
Week 1: Field Discovery
Gathered and labeled 2,000+ safety-critical images.
Week 2: Model Engineering
Fine-tuned the detection model.
Week 3: Frontend PWA
Built the high-contrast UI for outdoor use.
Week 4: Enterprise Integration
Integrated with Azure SSO.
Architecture
frontend
React Native (Web-optimized) for PWA deployment.
backend
FastAPI with high-performance image processing.
auth
Azure Active Directory (SSO) integration.
data
MongoDB for flexible storage.
ai
Fine-tuned YOLO model for real-time object detection.
Security
rbac
Strict role-based access for field workers, supervisors, and auditors.
secrets
Azure Key Vault for managing SSO certificates.
logging
Immutable audit logs for safety compliance records.
monitoring
Azure Monitor for uptime and inference latency.
Deliverables
FAQ
Frequently Asked Questions
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