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Novice to the smart electric grid space. Planning to take my longtime experience with the machine learning algorithms and architectures of search engines, and apply them to the challenges of data analysis, forecasting and orchestration that come with decarbonization of energy.
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Principal Software Engineer And Product ManagerCamus Energy Mar 2022 - PresentSan Francisco, Ca, UsHaving a grand time back in the software saddle and learning the electric grid.Built out a proper large-scale timeseries data platform designed to handle the lifecycle from robust ingestion and QA to fast serving and extensibility.Built an EV detection system that works grid-wide (relies only on low-frequency meter data) and deployed it for most of our customers who want to understand the growing impact of electrification.Guided product and engineering and built the core of an analysis tool providing fine-grained insights into historical grid behavior and the impacts of DERs (solar panels and EVs) at the extremes, including growth modeling.Currently guiding architecture of Camus's full forecasting and powerflow based orchestration platform, especially for key customer PPL. -
Engineering Director / Principal EngineerGoogle Aug 2004 - Mar 2022Mountain View, Ca, UsI was thrilled and humbled to have a front-row seat in the story of Google Search since its early days, and to help shape and protect its user-focused, experimental, inclusive culture. I directed Universal Search for a decade starting in 2006, enabling different result types to be retrieved efficiently, ranked properly, and displayed coherently. This transformed the look and feel and usefulness of web search and my team and I were honored to receive the founders' prestigious EMG Award. Along the way I led search teams for Images, Local and Video, and advised teams for News and Shopping. I also got the free on-the-job legal education I never asked for!In 2010 I made a choice to narrow the focus of that Video team onto YouTube search due to its huge potential, and led it for 5 years. I drove a new architecture that boosted global watchtime by 8.5%, YT's largest single jump in a decade, as the effects of better search rippled across recommendations and personalization -- and threatened to break the internet (seriously!).In 2014-2015 I built a 50-person team from scratch to prototype an ML predictive Android Assistant under the direct guidance of Larry Page. Nice demo, and, um, "a good learning experience”.Starting in 2016 I initiated "Explore", convincing execs to expand Search's focus beyond immediate answers and into longer learning journeys. I assembled and led a 100+ person program that launched new session-oriented data models connecting the dots between topics, highlighted more visual content, and made Google much more interactive -- on our result page then extending into the browsing process in our mobile apps. We managed to shift the whole org's focus toward journeys including new longitudinal metrics. In 2021 I got involved with a team applying Large Language Models (LLMs) in Search. I think they'll change Search a lot, but alas my time was up. (And yes, beginning til end, I felt like a Noogler who didn't know anything yet.) -
Two Pizza Team Lead (Look It Up!)Amazon.Com Sep 1998 - Aug 2004Seattle, Wa, UsManaged a team that built search engine software, AJAX-style user interfaces, and metrics systems that improved search on the Amazon.com website. Led a large-scale effort, with much direct guidance from CEO Jeff Bezos, to redesign the Amazon navigational experience in a multifaceted search-centric way. -
Software Engineer, Tech LeadJunglee Apr 1998 - Sep 1998Extended and managed a natural-language information extraction system supporting a comparison shopping engine. Acquired by Amazon to help it become the "place of first resort" for all shopping categories before it was able to sell everything itself.
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Engineering InternHughes Aircraft Co. Space & Communications Division Jun 1988 - Aug 1990Built ground software to monitor performance of the Magellan spacecraft sent to Venus to map the surface with side-scanning radar (and magnetic tape drives!). Wasn't sure how the rest of my career was going to top that.
David Bailey Education Details
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University Of California, BerkeleyComputer Science -
Cornell UniversityComputer Science -
Cranston High School East
Frequently Asked Questions about David Bailey
What company does David Bailey work for?
David Bailey works for Camus Energy
What is David Bailey's role at the current company?
David Bailey's current role is Principal Software Engineer at Camus Energy.
What is David Bailey's email address?
David Bailey's email address is da****@****ail.com
What is David Bailey's direct phone number?
David Bailey's direct phone number is +142568*****
What schools did David Bailey attend?
David Bailey attended University Of California, Berkeley, Cornell University, Cranston High School East.
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