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FadelT/README.md

Nbouyaa Kassinga

AI/Cloud consultant specializing in LLM inference infrastructure and MLOps. 5 years building production AI systems on AWS and Azure.

Open Source Contributions

Contributing to LLM inference and agentic frameworks:

Merged

  • litellm#30537 - Add UK PII entity types to Presidio guardrail (merged <24h)

Active PRs

  • strands-agents#2822 - Build-time validation for Bedrock strict_tools constraints (prevented 18h prod outage)
  • strands-agents#2821 - Fix Anthropic ParsedTextBlock Pydantic serialization warnings

Focus areas: provider integrations (Anthropic, AWS Bedrock, Presidio), build-time validation, comprehensive testing with real APIs.

Technical Stack

LLM & AI

  • LLM inference optimization (litellm, strands-agents)
  • Guardrails and content filtering (Presidio, AWS Bedrock)
  • Model deployment and serving

Cloud & Infrastructure

  • AWS (Bedrock, Lambda, ECS, SageMaker)
  • Azure AI services
  • MLOps pipelines

Languages & Tools

  • Python, TypeScript
  • Docker, Kubernetes
  • Terraform, CloudFormation

Background

  • Ecole Centrale Casablanca / Ecole Centrale Marseille
  • Based in Paris
  • Open to consulting opportunities in LLM infrastructure

Connect

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