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A database system that can synchronize all or a part of its contents over a limited bandwidth link is described. The lowest layer of the system, the bedrock layer, implements a transactional block store. On top of this is a B+-tree that can efficiently compute a digest (hash) of the records within any range of key values in O(log n) time. The top level is a communication protocol that directs the synchronization process such that minimization of bits communicated, rounds of communication, and local computation are simultaneously addressed.
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With the growing availability of data within various scientific domains, generative models hold enormous potential to accelerate scientific discovery. They harness powerful representations learned from datasets to speed up the formulation of novel hypotheses with the potential to impact material discovery broadly. We present the Generative Toolkit for Scientific Discovery (GT4SD). This extensible open-source library enables scientists, developers, and researchers to train and use state-of-the-art generative models to accelerate scientific discovery focused on organic material design.
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ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Alexy Khrabrov (@chiefscientist) interviews Rajesh about Indix, built on Scala data pipelines and assembling the biggest product database in the world. You can use it to build your own products and startups.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Buck Shlegeris Triplebyte Software Engineer San Francisco Facebook Message Websiteshlegeris.com Buck Shlegeris works at Triplebyte by day. By night, he enjoys writing Scala, thinking about programming language theory and data structures, and writing music.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- James Townley YoppWorks Developer Edmonton AB Websitetwitter.com/https://twitter.com/CodeKata Scala, Microservices, Agile, Event Driven, CQRS, DDD, D4
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Owein Reese MediaMath New York, NY Websitetwitter.com/OweinReese A hands on manager who continues to write code at work and in his spare time. His group is distributed across the country and he loves being able to work and hire anyone from anywhere. At MediaMath, they are responsible for globally deployed systems capable of handling peak traffic of 1.7M req/s in aggregate, with a mix of both I/O and CPU bound services. Besides writing code, he enjoys wind surfing and flying airplanes. Ask him about his new wave board, his favorite airport to visit or what new code he is writing (hint: a compiler plugin!)
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Deepesh Chaudhari Data Scientist San Francisco, CA Twitter Tweet Websitetwitter.com/deepesch I am passionate about turning data into meaningful stories. Currently I'm developing deep learning models for anomaly detection project. This project aims to improve fraud detection for mobile games played by millions. During my Masters in Data science at GalvanizeU, I worked with Skymind, Databricks and Wikipedia on industry data science projects. Prior to joining the GalvanizeU MS Data Science program. I co-founded Synergiclinks in London, where I led a team of five engineers in designing civic apps and grew my skills in data management, engineering, and marketing.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Chris Fregly PipelineIO Research Scientist San Francisco, CA Facebook Message Founder, pipeline.ai
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- James Ward Salesforce Platform Evangelist Crested Butte, CO, USA Websitejamesward.com James Ward (www.jamesward.com) is a Principal Platform Evangelist at Salesforce.com. James frequently presents at conferences around the world such as JavaOne, Devoxx, and many other Java get-togethers. Along with Bruce Eckel, James co-authored First Steps in Flex. He has also published numerous screencasts, blogs, and technical articles. Starting with Pascal and Assembly in the 80’s, James found his passion for writing code. Beginning in the 90’s he began doing web development with HTML, Perl/CGI, then Java. After building a Flex and Java based customer service portal in 2004 for Pillar Data Systems he became a Technical Evangelist for Flex at Adobe. In 2011 James became a Principal Developer
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Alon Muchnick Wix.com software engineer Tel Aviv , Israel Websitetwitter.com/alon_much Alon Muchnick is a software engineer with background in networking security and Unix systems. For the last two years he has been working for Wix.com, developing Wix Stores, a robust microservices-based eCommerce platform, using Scala stack and CQRS with event sourcing.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Guillaume Bort Criteo Lead developer Paris Websitetwitter.com/guillaumebort Creator of @playframework - Previously @Inria, @zengularity, @lightbend, @prismicio - Now working on the petabytes of analytics data at @Criteo
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Scott Maher Twilio Sr Tech Lead San Francisco Websitetwilio.com Scala! Distributed systems! Communications protocols! Punctuation expressing excitement!
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Flavio W. Brasil Twitter Software Engineer San Francisco Twitter Tweet Websitetwitter.com/flaviowbrasil Flavio W. Brasil is a software engineer at Twitter, working on the team responsible for maintaining the high-performance tweet backend service. He is an experienced developer that has specialized in Scala development and performance analysis on the JVM over the five last years. He has experience with a wide range of technologies, from the PalmOS's network stack in C to billing systems using Smalltalk, contributing to several open source projects and creating how own, including the Activate Persistence Framework, a high-performance persistence solution, and Clump, a free monad that addresses the problem of knitting together data from multiple sources in an elegant and efficie
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Davis Shepherd Netflix Senior Software Engineer Los Gatos Websitenetflix.com I started working with Scala when I was writing applications on top of Apache Spark. I spent 4 years building re-enforcement learning systems with these tools. I now work at Netflix, developing their next generation of ML workflow management software all in Scala
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Jamie Grier data Artisans Director of Applications Engineering San Francisco, CA Twitter Tweet Websitetwitter.com/jamiegrier Jamie Grier is now Director of Applications Engineering at data Artisans where he’s extremely excited to be able to help others realize the potential of Flink in their own projects. His goal is to help others design systems to solve challenging problems in the real world. Jamie has been working in the field of streaming computation for the last decade. This has spanned everything from ultra high performance video stream acquisition and processing to social media analytics. Prior to joining data Artisans, Jamie was at Twitter working on rethinking the realtime analytics stack with the goals of making it much more efficient and also capable of computing
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Rob Norris Gemini Observatory Irritant Portland, OR Websitetwitter.com/tpolecat By day Rob writes software for big telescopes, and by night he hacks on open-source FP libraries, mostly in Scala. He is a regular irritant on IRC and Twitter where he goes by the handle tpolecat. Rob lives in Portland with his wife, daughter, and cat, all of whom are very good sports.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Sasha Ovsankin UBER Data & Analytics Engineer, Experimentation Platform Sunnyvale, California Twitter Tweet Websitetwitter.com/SashaO Business Metrics, Data Pipelines, Scalable Systems, Domain-Specific Languages, Functional Programming for Big Data
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Stu Hood Twitter Build Team Tech Lead SF Twitter Tweet Websitetwitter.com/stuhood
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Moses Nakamura Twitter Software Engineer Websitetwitter.com/mnnakamura
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- David Cleaver Comcast Senior Principal Engineer Philadelphia, PA Dave Cleaver is a Senior Principal Engineer at Comcast designing and implementing scalable Web Services and Platforms. He has spent the last two years developing and championing solutions in Scala. His interests include AI planning, distributed systems, programming languages, and type systems.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Shubha Nabar Salesforce Director of Data Science Websitetwitter.com/aditinabar
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Hunter Payne Credit Karma Staff Software Engineer 760 Market St Websitetwitter.com/IDontUseTwitter Hunter is a staff software engineer focused on data engineering and AI at Credit Karma. He specializes in natural language processing systems, systems engineering and distributed systems. Before joining Credit Karma, Hunter developed knowledge management frameworks, JDBC drivers and network stacks. He also developed the download site for Java and the Oracle product suite. Hunter graduated cum laude with a bachelor’s degree in computer science from Carnegie Mellon University.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Greg Makowski Ligadata Director of Data Science Menlo Park, CA WebsiteKamanja.org I have been deploying data mining models since 1992. My most recent vertical focus has been around financial services and security, using Kafka, Kamanja, R, MLlib and StanfordNLP. See also www.Ligadata.com
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Pathikrit Bhowmick Coatue Principal Engineer San Francisco Bay Area Twitter Tweet Facebook Message LinkedIn Connect Websitetwitter.com/pathikrit_wrick Pathikrit writes Scala full-time at a hedge fund. He is also the author of many widely used Scala libraries: https://github.com/pathikrit
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Jay Kreps Jay (@jaykreps) is co-founder and CEO at Confluent. Prior to Confluent, Jay Kreps was the initial developer on several open source projects, including Apache Kafka, Apache Samza, Voldemort. He was the lead architect for data infrastructure at LinkedIn.
ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- Jason Swartz ClassPass Software Developer Oakland, CA Twitter Tweet Websitetwitter.com/swartzrock Jason Swartz is a software developer who enjoys intuitive user interfaces, expressive programming languages and concise user documentation. He built APIs at eBay and Netflix, and is currently learning to live sweaty at ClassPass in SF. His book, “Learning Scala”, was published by O’Reilly Media in December 2014.
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