Use the filters below to move through production lessons, architecture decisions, AI workflows, product systems, and operating notes from shipped work.
Moved a telecom routing operation off unreliable commodity desktop hardware onto a geographically redundant private cloud, end to end — including the procurement, logistics, and physical build: Why the chosen direction fit the constraint better than patching around the edges.
Moved a telecom routing operation off unreliable commodity desktop hardware onto a geographically redundant private cloud, end to end — including the procurement, logistics, and physical build: How the problem surfaced, what the evidence showed, and why the old path stopped holding up.
Moved a telecom routing operation off unreliable commodity desktop hardware onto a geographically redundant private cloud, end to end — including the procurement, logistics, and physical build: A practical overview of the system, the constraint that shaped it, and the work flow behind the build.
Led the benchmarking work that decided whether latency-sensitive IVR telecom systems could safely move from dedicated hardware to VMware on Cisco UCS — a multi-million-dollar infrastructure call: What the project proved about the system and what should carry forward into the next build.
Led the benchmarking work that decided whether latency-sensitive IVR telecom systems could safely move from dedicated hardware to VMware on Cisco UCS — a multi-million-dollar infrastructure call: What shipped, what changed operationally, and what still needed to be watched after delivery.
Led the benchmarking work that decided whether latency-sensitive IVR telecom systems could safely move from dedicated hardware to VMware on Cisco UCS — a multi-million-dollar infrastructure call: The final build step before the system was ready to ship and operate.