HI, I'M AMMAR
Agentic systems that survive contact with production.
I lead engineering and technical architecture for enterprise AI at Mobilelink — the systems that survive contact with production. Before that, I ran IT operations end to end, which is where I learned that the only interesting technology is the kind that keeps working at 2am.
Operator-first expertise across agentic AI, video analytics and IoT, built to run in production.
AI extracts candidate evidence, deterministic scoring keeps it fair, humans make the call. Auditable hiring pipelines.
Agentic AIProduction MLReal-time executive operations visibility. The whole business on one screen, no stale dashboards.
RealtimeEnterpriseMigrated a retail camera footprint to AI video analytics. Motion retention, event detection, zero rip-and-replace.
Computer VisionEdgeAI video analytics platform, built independently. RTSP ingestion, multi-tenant, event-driven from the ground up.
IndependentVideo AIAI thermostat SaaS, built independently. Smart climate control with a real multi-tenant architecture.
IndependentIoTMy newsletter. Daily writing on AI trends, automation, and what actually works once it's deployed.
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