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Mohamed Ibrahim

@mohamedibrahimi

Infrastructure and Data Engineer building agentic telemetry pipelines and AI-optimized networking across multi-vendor carrier environments.

Indonesia

Message

What I'm looking for

I’m looking to architect agentic data + infrastructure telemetry systems that improve network performance and reliability, with strong FinOps ownership in multi-vendor environments—turning automation and IaC into measurable operational gains.

I’m a multidisciplinary Infrastructure and Data Engineer with 10 years of experience bridging carrier-grade network infrastructure (Wi‑Fi 7/8, GPON, CCIE-level Routing) with modern Data Engineering workflows. I focus on developing Agentic Data Pipelines for infrastructure monitoring, implementing AI-driven Networking protocols, and applying FinOps methodologies to optimize large-scale cloud and on-premise deployments.

I’ve built Python-based automation and Infrastructure-as-Code (IaC) solutions that transform raw telemetry into actionable insights for life-cycles supporting 11 million subscribers. In my roles, I directed routing and switching delivery that grew client portfolio by 25%, cut manual configuration errors by 40%, and reduced engineer onboarding time by 50%; I also led migrations of legacy infrastructure to GPON for 80,000+ subscribers and deployed standardized, automated validation frameworks that eliminated field failures before deployment.

Experience

Work history, roles, and key accomplishments

Network Automation Engineer

Independent Consultant

Dec 2021 - Oct 2025 (3 years 10 months)

Led the migration of 1,300 legacy DSLAM chassis to GPON for 80,000+ subscribers, improving scale and service modernization. Built automated validation frameworks that prevented field failures for 40,000 CPE units and performed Wi-Fi heat mapping/coverage planning for large residential and commercial deployments.

GPON Network Automation Ansible CPE Provisioning Validation Heat Mapping