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mebinum/README.md

Hey, I'm Oyem 👋🏾

AI Engineering Lead · Builder-manager who stays technical · Sydney, Australia

I build AI-native systems that reach production — not demos.

I operate at the intersection of hands-on engineering, AI system design, and team leadership: writing code, reviewing architecture, and partnering with product to turn ambiguous problems into shipped outcomes. 19+ years building across startups, scale-ups, and regulated enterprise environments.


🤖 What I'm working on

  • Agentic LLM workflows, RAG architectures, and AI observability (LangSmith, Weave, Datadog)
  • MCP (Model Context Protocol) integrations — tools, resources, prompts, and sampling across stdio and HTTP/SSE transports
  • Event-driven, cloud-native platform engineering on AWS and GCP

🛠 Tech I use regularly

AI & LLM · LangChain · OpenRouter · AWS Bedrock · Prompt versioning · RAG
Languages · Python · TypeScript · Node.js · Kotlin/JVM · React
Infra · AWS · GCP · Terraform · Kubernetes · Docker
Observability · LangSmith · Weave · Datadog

🚀 A few things I've shipped

  • Drop Bio Health — Led 0→1 platform build; cut deploy time from 2 weeks to 40 minutes, moved from 8-week cycles to weekly releases
  • Tempest AI — Founding AI engineer; built LLM-powered game creation platform on GCP with agentic content pipelines
  • Sheda Studios — 60+ startup products built and launched (2014–2021), scaled team from 2 → 12
  • Grow Inc / Bridge / Deloitte Digital — Led engineering teams of 10 → 40+ across FinTech, health, superannuation, and insurance

📦 Open source

📫 Let's connect

LinkedIn Twitter Email

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  1. shedaltd/react-native-media-player shedaltd/react-native-media-player Public

    Objective-C 3

  2. shedaltd/react-native-basics shedaltd/react-native-basics Public

    Workshop introduction to react and react native

    JavaScript 2 3

  3. dockerfiles dockerfiles Public

    my docker repository files

    PHP 25 14

  4. unlocked-gov unlocked-gov Public

    Crime Hack display crime statistics for Australia, part of the open gov hack competiton

    JavaScript 8