Product Data Analytics Projects in PunjabProduct Data Analytics 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:
š¹ Designing the complete computer vision and backend architecture
š¹ Building product detection, shelf analysis, OCR, and image-processing pipelines
š¹ Developing APIs and scalable data-processing workflows
š¹ Deploying and managing production systems on GCP cloud servers
š¹ Optimizing model accuracy, processing speed, and infrastructure performance
š¹ Managing production monitoring, reliability, troubleshooting, and ongoing improvements
š¹ 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.
#ComputerVision #RetailAI #LeadDeveloper #AIEngineering #GCP #MLOps #Python #CloudEngineering 
