My career has centered on one problem from several sides of the industry: how connectivity performs once it leaves the lab and meets real traffic, real devices, and real scale. At Comcast I have led wireless network performance and optimization since 2021, scaling a greenfield wireless platform (5G standalone / CBRS) from a pilot cluster to 11,063 sites nationwide.
Before that, six years at T-Mobile working on wireless performance strategy, and earlier roles with Nokia, Ericsson, and Aircom — the vendor and tooling side of the same discipline. That mix is why I work the way I do: strategy set by someone who has also had to make the KPIs move.
That operating discipline extends beyond the radio network. I manage the technical operations framework for telecom operations — ensuring a smooth transition from the construction phase to full operations, covering technical monitoring, operational automation, incident response, and vendor management, and coordinating with engineering and construction teams on equipment commissioning, system handovers, and operational readiness.
The newest chapter is AI in operations. I built a RAN-specific generative-AI assistant on performance and configuration data in Amazon Redshift and took it from proof of concept to pilot — and replaced a vendor KPI-monitoring platform with in-house tooling, together delivering roughly $1M in annualized savings. I also supported the business case for 30–50% MVNO bill savings as part of Comcast's wireless economics.
My current interest is where that terrestrial story goes next: Direct-to-Device (D2D) and Non-Terrestrial Networks (NTN) — ordinary phones connecting directly to satellites beyond terrestrial coverage, and what that means for device performance, spectrum, and operations. More on D2D & NTN.
The experience behind the results
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