AI Model Development Projects in PunjabAI Model Development Projects in PunjabShelfr - AI-Powered Retail Shelf Intelligence Platform
I led the development of Shelfr as the Senior Computer Vision Engineer and Lead Developer, taking the platform from the initial idea and system architecture through development, deployment, and production operations.
My work included:
๐น Designing the complete computer vision and backend architecture
๐น Building product detection, shelf analysis, OCR, and image-processing pipelines
๐น Developing APIs and scalable data-processing workflows
๐น Deploying and managing production systems on GCP cloud servers
๐น Optimizing model accuracy, processing speed, and infrastructure performance
๐น Managing production monitoring, reliability, troubleshooting, and ongoing improvements
๐น Leading technical decisions across AI, backend, cloud infrastructure, and DevOps
The platform converts real-world retail shelf images into structured product and shelf-level insights, helping automate retail auditing, product visibility analysis, and inventory workflows.
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