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Writing hub

Deep dives, notes & research

One place for everything I write. Filter by format (how it's written) and topic (what it's about). An ADAS deep-dive series anchors the hub, with new articles publishing regularly; tutorials, research, and ramblings join the same shelf over time.
Format
Topic

6 entries

Deep DiveRadar

Imaging Radar vs. Classic Automotive Radar: What Actually Changes at the System Level

The datasheet difference between imaging radar and classic automotive radar fits on one line. Angular resolution improves several-fold (approaching an order of magnitude against the coarsest legacy sensors), and you gain a…

Aug 2, 202614 min read
P1
Deep DiveML-Age Architecture

Robotaxi L4 vs. Consumer L2+: Two Industries Pretending to Be One

The public conversation about autonomous driving treats robotaxis and consumer driver-assistance as points on one ladder, as if a hands-free highway system is simply a robotaxi that hasn't finished climbing. I've worked…

Jul 26, 202613 min read
P5
Deep DiveProduction Reality

Why the Cheapest Sensor Is Rarely the Cheapest Sensor: BOM Decisions That Haunt Programs

Every ADAS program eventually has the meeting where a sensor decision comes down to a spreadsheet, and the spreadsheet has one column everyone can read: piece price. I've sat in that meeting…

Jul 19, 202612 min read
P2
PersonalLife

It's His Job

Roy Keane never celebrates the ordinary, out of standards. Engineers do the same, out of self-doubt. The same three words, and the difference between them takes a career to see.

Jul 14, 20264 min read
Deep DiveRadar

Why Radar Keeps Surviving the "Cameras Are Enough" Argument, and Where the Argument Has a Point

Every so often, someone with a large platform declares automotive radar obsolete, and every time the industry quietly keeps putting radar on cars. The camera-only argument is not stupid, it is made…

Jul 11, 202610 min read
P1
Deep DiveProduction Reality

15 Years in ADAS and AV: What I'd Tell an Engineer Entering Now

The industry will hire you for your algorithms. It will keep you, promote you, and eventually trust you with a program because of your systems judgment. Nobody told me that in 2011,…

Jul 9, 20269 min read
P2