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Streamlining Employee Photo Workflows with AI and Cloud Automation
The client’s legacy photo workflow required employees to manually submit images in multiple formats for different platforms, resulting in high rejection rates and IT ticket volume. Mobile uploads were limited, real-time validation was absent, and inconsistent backgrounds led to poor brand representation. They needed a system that could standardize, validate, and automatically distribute employee photos while reducing manual workload and improving the onboarding experience.
We implemented a cloud-native, serverless architecture on AWS, leveraging S3, CloudFront, and Lambda for secure storage and fast delivery. The backend was built on FastAPI and the frontend on React, fully mobile-responsive. AI-powered face detection and quality validation ensured images met platform requirements, while automated pipelines reformatted images and standardized backgrounds. Real-time feedback guided users during uploads, and the system integrated seamlessly with enterprise authentication and downstream platforms. Training and documentation ensured smooth adoption across the organization.
The client was able to get the following results –
The system significantly accelerated photo processing and improved brand consistency. Employees could upload images from any device with instant validation, reducing failed submissions and IT tickets.
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