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laghao/README.md

Hi, I'm Oussama 👋

Director of Solutions Architecture & Engineering with 13+ years turning enterprise AI goals into production systems.

Currently at Domino Data Lab leading EMEA SA&E — 50+ enterprise MLOps deployments, Fortune 500 clients across financial services, life sciences, and insurance. Building agentic AI systems on AWS Bedrock + Strands on the side.


🤖 Recent Projects

Project What it does
atlas-deal-desk Multi-agent M&A research team: coordinator + 4 specialists (Macro, DCF, Competition, Comps), long-term memory, human-in-the-loop gating
beacon-support-agentcore Customer support coordinator fanning out to Billing, Shipping, Returns specialists with concurrent AgentCore Memory branches
loom-agentcore Turns a website or two-sentence description into a ready-to-embed intake form with conditional logic and pricing formulas — no human in the loop
stockpilot-bedrock Production-style inventory management agent: stock monitoring, demand forecasting, supplier selection, PO generation

✍️ Writing

All posts on oussamabenlagha.de


🛠 Stack

Cloud: AWS (SA Pro, DevOps Pro) · Azure · GCP AI/ML: Bedrock · Strands Agents · AgentCore · LangChain · LangGraph · Claude API · RAG · MLflow Infra: Kubernetes (CKA/CKS) · Terraform · Helm · ArgoCD · Docker Languages: Python · Go · TypeScript · Shell


📫 Connect

oussamabenlagha.de · LinkedIn · Berlin, Germany

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  1. atlas-deal-desk atlas-deal-desk Public

    Atlas is a chat-first AI research team for evaluating M&A targets. A coordinator agent parallel-runs four specialist sub-agents (Macro, Financial DCF Sandbox, Competition, Comps), recalls past deal…

    Python

  2. beacon-support-agentcore beacon-support-agentcore Public

    Beacon triages order-status questions, refund math, shipping-carrier delays, and known-issue triage for a fictional DTC outdoor-gear brand. A coordinator agent handles simple lookups itself and fan…

    Python

  3. loom-agentcore loom-agentcore Public

    Loom turns a business's website (or a two-sentence description) into a ready-to-embed intake-form configuration — fields, conditional logic, a machine-evaluable pricing formula, and a quote-line-it…

    Python

  4. stockpilot-bedrock stockpilot-bedrock Public

    StockPilot is a production-style AI agent for inventory management at a mid-size outdoor-gear retailer with three warehouses. It monitors stock, forecasts demand, selects suppliers, places purchase…

    Python