Manish Kumar
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enterprise

Enterprise Retail AI

North American grocery retailer · NDA

Backend APIs and AI integration work for a large grocery retailer.

Software Engineer·2024·Remote

Enterprise · NDA

Context

Contributed to AI-assisted workflow enhancements for a major North American grocery enterprise (Sobeys-scale operations).

Problem

Enterprise retail systems needed reliable API layers connecting AI workflows to existing operational tooling.

Constraints

  • Enterprise compliance and stability requirements
  • Integration with legacy systems
  • Production incident response

My contribution

  • Implemented backend APIs and integration layers for AI-based workflows
  • Improved system performance and reliability through targeted optimizations
  • Delivered feature-level enhancements and production bug fixes

Solution

FastAPI services exposing stable REST endpoints with AI pipeline hooks and PostgreSQL-backed persistence.

Results

  • Shipped production API integrations for AI-assisted workflows
  • Improved reliability through performance tuning and bug resolution

Stack

FastAPIPythonREST APIsPostgreSQLAI Pipelines

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