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As an architect and an engineer, I design data applications to be consistent, durable, and high-performing. My primary language is C++, and there's a lot it can do on a single box. Taking an already high-performing distributed application and making it do even more in well set up cloud mode is my sweet spot. For many years I am an advocate for Event Sourcing and CQRS as the building blocks for scalability.The Total Order Broadcast of business events is the future, and it is a better distributed synchronization primitive than explicit leader elections or RDBMS transactions. Reach out if your thinking is along the same lines and if you have problems in the space waiting to be solved.As a team leader and an evangelist, I believe in hiring and retaining people who combine two traits: professionalism, when it comes to execution, and shared values, because that's the best way I found to ensure team morale for an extended period of time. Best teams I was and am privileged to be a part of have the synergy between the old-timers, proud to keep the ship running and take pride in sharing knowledge, and the less experienced people, elbows deep and eager to learn and grow.Prior to moving to distributed infrastructure, my professional career had major chapters in machine learning and in natural language processing. I am a co-author of several patents in Machine Learning and Natural Language Processing.Since 2016 I am dedicating several hours a month to helping people prepare for software engineering interviews. As I saw the cloud architecture space expanding, both in my work and by seeing more people ask for system design interviews, in 2020 I started the System Design Meetup. The https://www.youtube.com/dimakorolev channel has over 1K subscribers as of late 2023.Occasionally I write at https://dimakorolev.substack.com/ and https://t.me/BoreMeNo.
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Distributed Protocols ArchitectCef.AiBellevue, Wa, Us -
ArchitectMiro Nov 2021 - PresentSan Francisco, California, Ushttps://miro.com : The most valuable massively multiplayer online game ever created.— End-user authorization, rules, evaluations at edge, performance & scale.— Real-time policy evaluation with OPA, the Open Policy Agent.— The DAG of data dependencies, OLTP pipelines, SAGAs, consistency models. -
HostSystem Design Meetup Nov 2020 - Presenthttps://github.com/SysDesignMeetup/sdm: We gather and talk system design, in a colloquium style.The long play is grow into some crowdsourced Archiect's Corner.On-air events so far are mostly me presenting on various topics. There is a lot more stuff going on behind the scenes.Come join us! -
Principal MaintainerCurrent Jan 2014 - Presenthttps://github.com/C5T/Current : Realtime machine learning, the C++ framework to develop and deploy data- and OLTP-heavy apps.Architecture:— Publish-subscribe as the source of truth.— Leader-follower replication, eventual consistency between replicas.— Zero-downtime data authority flip, with optional live schema evolution.Implementation:— 10K+ HTTP QPS on one core.— Convex optimization with seamless analytical differentiation.— 100+K LOC, mostly infra, with 90+% test coverage.Battle-tested:— Current is the backend of two production systems, one up and running to this day.— And Current powered three proprietary data crunching / research projects. -
ArchitectThe Stars Group Aug 2019 - Sep 2021Douglas, Douglas, Imhttps://www.pokerstars.com : The largest online poker in the world, acquired by Flutter in 2020.— Architecting, designing, and sometimes helping implement, test, and maintain real-time data pipelines.— Streamlining the procedures behind ongoing and upcoming regulatory reports.— Initiated and led the automated cross-component testing initiative to run Dockerized tests natively from code.— Helping slice&dice&present usage data to BI and product analysts teams. -
Head Of Machine LearningFriendlydata Oct 2017 - Jan 2019San Francisco, Ca, Ushttps://friendlydata.io : Helping businesses make data accessible.Acquired by ServiceNow, which I joined as IC6 = L8.— All things machine learning, query suggestions, spelling correction, backend for UX interactivity.— Using clicks and labeled data to constantly improve the quality of the product in a semi-automatic fashion.— Infrastructure, interactivity, reliability, repeatability, and overall data engineering. -
Principal EngineerRealtyshares Sep 2015 - Sep 2017San Francisco, Ca, Ushttps://realtyshares.com : The Leading Online Marketplace for Real Estate InvestingData Consolidation:— Single source of truth.— Bi-directional sync between our proprietary data storage and Salesforce.Infrastructure:— Zero-downtime rollouts of the data stack.— Fleet monitoring with dependencies visualization and sophisticated alerts, we had no outages all this time!Leadership:— Helped grow the engineering team to 10+, referred four people who successfully joined. -
Captain Of EngineeringStaance 2013 - 2014http://www.staance.com : Opinions network. Enable people take stances and engage in conversations starting from a simple "Agree/Disagree" on popular trending topics.— First hired engineer. Recruit and manage the engineering team.— Oversaw data science and engineering. Introduced metrics for user engagement, ads efficiency, behavioral insights.— Consultant 10/13 .. 03/14, full-time 04/14 .. 09/14, investor afterwards.
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AdvisorMaps.Me 2011 - 2014http://www.maps.me : Offline maps for mobile devices based on rich OpenStreetMap data.— Business networking.— Data analytics.— Technology stack.
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Co-Founder And CtoPublic Verification 2012 - 2013Bellevue, Washington, Ushttps://angel.co/public-verification/ : Personal identification in under one minute. AirBnb- and Uber-like reputation for everyone, everywhere.— Built and led the team of four engineers.— Define the products and the APIs.— Work with investors and external stakeholders.— Integration work, both as the provider and as the consumer of the service.Provisional patents:— "User Identity Verification Via Credit Card Information."— "User Identity Via Mobile Technology." -
Software EngineerMicrosoft 2011 - 2012Redmond, Washington, Ushttp://bing.com/— Airfare prediction: http://www.bing.com/travel— Image content features understanding: http://www.bing.com/images— Vertical search ranking and more machine learning projects.Patent:— "Determination of Relationships Between Collections of Disparate Media Types."Talk:— "Gödel Theorems for engineers and computer scientists", slides attached to this LinkedIn profile. -
Software EngineerGoogle 2007 - 2011Mountain View, Ca, Ushttp://www.google.com— Search quality: Unwanted explicit content demotion in search results.— GMail: Site reliability engineer.— Infrastructure work: Scaling spam and abuse pipelines for GMail, used for Google+ later on.Patents:— "Classifying documents using multiple classifiers."— "Construction of Text Classifiers."Talks:— One on the scaling solution for spam/abuse pipelines.— One on engineering productivity.Orientation class:— On how to work with Google codebase. -
CoachGerman University In Cairo 2010 - 2010Cairo, Eghttp://www.guc.edu.eg/ : The German University in Cairo (GUC).— Coached the teams for the ACM ICPC competition.— Co-teached the “Data Mining” class.Talk:— “Machine Learning: New Horizons it Opens for Web Applications”, opening the IEEE Day event in Cairo. -
Research EngineerKml-System 2006 - 2007— Non-relational quadruplet-based storage system, with PM-friendly UX.— Core DSL to insert, update, and query data.
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Research EngineerCuttr Inc. 2005 - 2006Text mining framework with user-friendly UX.— Supervised and unsupervised text categorization.— Compression, by itself and as one of text similarity metrics.— SVM and entropy models, text stemming, and a few other in-house algorithms.
Dima Korolev Skills
Dima Korolev Education Details
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National Research Nuclear University Mephi (Moscow Engineering Physics Institute)Thesis On “Systematization To The Financial Forecasting Problem”.
Frequently Asked Questions about Dima Korolev
What company does Dima Korolev work for?
Dima Korolev works for Cef.ai
What is Dima Korolev's role at the current company?
Dima Korolev's current role is Distributed Protocols Architect.
What is Dima Korolev's email address?
Dima Korolev's email address is di****@****oup.com
What is Dima Korolev's direct phone number?
Dima Korolev's direct phone number is +141541*****
What schools did Dima Korolev attend?
Dima Korolev attended National Research Nuclear University Mephi (Moscow Engineering Physics Institute).
What are some of Dima Korolev's interests?
Dima Korolev has interest in Mobile, Clean Technology, Health Care, Consumer Internet, Enterprise Software.
What skills is Dima Korolev known for?
Dima Korolev has skills like Software Engineering, Algorithms, Machine Learning, Distributed Systems, Computer Science, Software Development, Scalability, Python, Data Mining, C, Git, Big Data.
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