anwar.
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Backend & AI engineeringProfessional work

AI agent orchestration

Backend services, tool integrations, and retrieval workflows for the UbilityAI multi-agent platform.

PythonFlaskPostgreSQLCrewAILangChainLangGraphWebSocketsRAG
Dark orchestration studio interface with a branching vertical workflow, agent inspector, and execution console

Interface concept · Illustrative product design, not a production screenshot.

Project notes

The engineering
behind the idea.

My role

AI and backend engineering as part of the UbilityAI team. This platform is company work, not a solely owned product.

Approach & contributions

  • Built backend services and REST APIs for creating and running AI agent systems.
  • Developed tools for email, file processing, search, database queries, and HTTP requests.
  • Implemented retrieval workflows with embeddings, Weaviate, and Pinecone.
  • Supported streaming responses and real-time agent interactions using WebSockets.
  • Improved validation, error handling, logging, and workflow reliability; reduced unnecessary LLM calls and token usage.

Current status

Contributed to the no-code orchestration platform during June 2025–February 2026. No private product screens or customer data are shown.

Next project

Explainable sensor placement