Writing, talks &
open work
A collection of published articles, conference talks, and projects — all focused on automotive software engineering and the SDV transition.
Articles & Deep Dives
Long-form technical writing published on Medium, Substack, and LinkedIn.
Why OTA Rollouts Fail in Automotive — And What Nobody Tells You Before Deployment
OTA updates in automotive are nothing like your phone update. The failure modes that catch engineering teams by surprise — and how to plan for them.
AUTOSAR Classic Is Not Dying. But It Is Changing — Here Is How
Everyone in the SDV conversation says AUTOSAR Classic is legacy. Here is why that is wrong, and what the actual transition looks like from inside engineering teams.
ECU Consolidation — What It Actually Means for Automotive Software Engineering Teams
The move from 70+ ECUs to domain and zonal architectures is not just a hardware story. The software implications are enormous and underexplored.
Talks & Appearances
Conference sessions, webinars, and panel discussions on automotive software topics.
Available for Speaking
I speak on ECU architecture, OTA systems, SDV transitions, and automotive cybersecurity. Happy to participate in conferences, webinars, and internal team sessions.
Podcast & Interview Guest
Available for podcast appearances and media interviews on automotive software engineering, the SDV transition, and what’s really happening inside the industry.