Muhammad A.

Lead AI Solutions Architect

VM Nebula

Aug 2024 - Aug 2026 • 2 yrs

⁠Architect and operate production autonomous AI agent infrastructure and LLM platforms for developers and businesses. •⁠ ⁠Autonomous AI Agent Hosting: Multi-tenant container orchestration for OpenClaw, Agent Zero, and custom Python loops with automated restarts, persistent storage, and sub-35ms decision routing. •⁠ ⁠In-Line Spend Control & FinOps: Architected real-time request-path gateways with an 85% checkpoint interrupt (saving workspace data) and a 100% hard circuit breaker stopping runaway API bills. •⁠ ⁠Private Speech & Voice Pipelines: Low-latency neural voice synthesis, custom voice cloning, and multilingual WhatsApp audio agents deployed on private cloud compute (cutting third-party TTS costs by 70%). •⁠ ⁠Production Infrastructure: Re-platformed container runtimes across GCE and Cloud Run, cutting per-unit infrastructure costs by 67% with zero downtime. I bring this exact production-grade AI architecture to Fiverr clients who want private, reliable AI systems they own 100%.

Cloud Operations Lead

Amin Technologies Limited

Jan 2023 - Jun 2025 • 2 yrs 5 mos

Led cloud operations and enterprise infrastructure delivery for UK, US, and Gulf clients, specializing in high-concurrency desktop estates and compliance hosting. •⁠ ⁠Azure Virtual Desktop (AVD) & RDS: Designed and managed enterprise multi-session AVD environments with FSLogix profile containers, Microsoft Entra ID integration, conditional access, and automated scaling. •⁠ ⁠Zero-Trust Networking & Security: Configured site-to-site VPN gateways, network security groups (NSGs), firewall policies, and Microsoft Sentinel telemetry monitoring. •⁠ ⁠HIPAA-Aligned Healthcare Hosting: Architected isolated cloud environments with encryption in transit and at rest, automated disaster recovery, and verifiable audit logging. •⁠ ⁠Infrastructure as Code: Automated multi-cloud provisioning using Terraform and Ansible, improving system throughput by 30%.