Use the filters below to move through production lessons, architecture decisions, AI workflows, product systems, and operating notes from shipped work.
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.
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: How the implementation kept moving without adding avoidable complexity.
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 next build step, with the constraint that shaped the design.
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 first implementation step and the tradeoff that made it worth shipping.