He spent years making sure a billion people could watch the next video. Now he makes sure twenty thousand portfolios behave.
Most people who keep YouTube running do not wake up one morning and decide to fix wealth management. Auden Ehringer did.
Today he is the Chief Technology Officer of Pave Finance, the New York fintech building software that lets independent financial advisers automate and personalize the way they manage money. He also runs the company's technology subsidiary, Pave Labs, as its CEO. The job, stripped to its core, is an engineering problem dressed in a suit: take strategies that used to live inside hedge funds and private banks, and turn them into software an adviser can run across thousands of client accounts without breaking a sweat - or a compliance rule.
Pave's platform now helps oversee billions of dollars across tens of thousands of portfolios. It scores more than ten thousand publicly traded securities, optimizes allocations, executes trades, harvests tax losses, builds direct-indexed and ESG portfolios, and produces the kind of reporting that keeps regulators calm. Ehringer is the person responsible for making all of that actually work, every market day, without surprises.
If that sounds like reliability engineering, that is because it is. Before fintech, Ehringer was a Site Reliability Engineer - the discipline Google invented to keep enormous systems from falling over. His beat was YouTube Discovery, the recommendation machinery feeding videos to well over a billion viewers. SRE is an unglamorous craft. Nobody throws a parade when the site stays up. But it teaches a particular worldview: assume things will break, measure everything, and build systems that fail gracefully instead of catastrophically. That instinct is exactly what a platform moving real money needs.
What makes his move interesting is not that an engineer joined a startup. It is that he picked a corner of finance where the stakes are quiet but unforgiving. A dropped video loads a second late. A mishandled trade or a botched tax-loss harvest costs a real family real money. Ehringer took the reliability gospel of big tech and pointed it at a problem where uptime is measured in trust.
Keeping a portfolio honest is an uptime problem in a nicer suit.The Pave thesis, in plain terms
Research intern in Stanford's Electrical Engineering department, working on wireless energy harvesting networks. Around the same time he joined the Stanford Solar Car Project as a driver and battery-team member.
Software development intern at Amazon Lab126, designing sports features for Alexa - so some of the scores the speaker reads aloud trace back to his code.
Graduates Stanford with B.S. degrees in both Electrical Engineering and Computer Science. A summer spent as a research intern at First Republic Private Wealth Management - an early brush with finance.
Returns to Amazon Lab126 as a full-time software engineer.
Site Reliability Engineer, then Senior SRE, at Google, working on YouTube Discovery - the recommendation systems serving a billion-plus viewers.
Joins Pave Finance as Head of Engineering, trading planet-scale infrastructure for the messier mechanics of managing wealth.
Chief Technology Officer of Pave Finance and CEO of Pave Labs, the company's software arm.
He helped build and drive a sun-powered race car, the kind that competes in the World Solar Challenge across the Australian outback. Batteries, range, and not running out of power - reliability in its most literal form.
At Amazon Lab126 he designed sports features for the smart speaker - turning live data into something a voice could deliver instantly and correctly.
As a Google SRE on YouTube Discovery, his job was to make sure recommendations kept flowing to a planet's worth of viewers. No applause for uptime, only blame for downtime.
Now he applies the same reliability discipline to portfolios - automating active management, personalization, and trading so advisers can scale without losing the human touch.
Pave runs as three units: Pave Labs (software), Pave Securities (broker-dealer), and Pave Investment Advisors. Ehringer commands the software arm.
Pave's pitch is that real personalization is built, not branded - an alpha-scoring algorithm, an optimization engine, and a trading system doing the work behind the scenes.
The notes that do not fit the resume - the small, specific things that make an engineer interesting.
*285bps figure refers to the 15-year track record of the standard model behind Pave's software outperforming the S&P 500, per company materials - not personal performance.