Jan Brabec is a Principal AI Researcher at Cisco. They is proficient in German and English. Colleagues describe them as "I had the luck to have Jan joined my team at Cisco early in his career. It was my pleasure to witness and support Jan's unusually quick growth towards top class professional in industrial Machine Learning technology. Jan became the de-facto lead of ML backend development for network analytics engine in Cognitive Threat Analytics (CTA) - Jan's contribution proved crucial to build and maintain an unusually strong, solid and mainainable framework of multi-class classifiers that are now behind majority of CTA produced findings. Jan is possibly the most universal talent I had lately have in the team. Universal in terms of ability to start and successfully finish ML projects from scratch, but also in terms of people management, student supervision, as well as project management across international business units. Universal also in terms of being able to productize as well as propose theoretically sound models of professional scientific quality. Jan is also unusually steady and stress resistant. I have always admired Jan's uncompromising performance even under the worst of stress situations. Jan can easily assume the role of Technical Leader in any Machine Learning related project on big and difficult data."
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Principal Ai ResearcherCiscoPrague, Czechia -
Machine Learning Senior Technical LeaderCisco Oct 2022 - PresentPrague, Czechia2020-Present: Leading a cross-functional engineering and AI/ML research team at Cisco, responsible for developing a novel email security engine targeting advanced phishing and BEC attacks. Initiated in 2020 as a 4-person greenfield project, the engine now processes billions of emails monthly in production since 2022. The project has expanded to encompass over 20 direct team members with wide-ranging responsibilities across Cisco's email security domain, significantly extending beyond its initial scope. Technical details of the engine were published in 2023 at: https://arxiv.org/pdf/2308.10776.pdf2017-2019: Team member and later a team leader working on malware communication detection using network telemetry. Responsible for end-to-end ML development, including:- Conducting machine learning research on new models and methodologies.- Designing and implementing big-data MLOps infrastructure for automatic model retraining, monitoring and evaluation.- Integrating models and related pipelines into the Cognitive Intelligence productPatents and publications at: https://scholar.google.com/citations?user=kertvGkAAAAJ -
Lead Machine Learning EngineerCisco Jan 2019 - Oct 2022Prague, The Capital, Czech Republic -
Machine Learning EngineerCisco Dec 2016 - Dec 2018Prague, The Capital, Czech Republic -
Software EngineerEset Mar 2014 - Nov 2016Prague, The Capital, Czech RepublicPart of the Remote Administrator team. Development of large scale server application in C++. Heavy on network programming and concurrency. -
Research AssistantCenter For Machine Perception Sep 2012 - Sep 2014PragueMainly C++ programming and projective geometry. Working on extrinsic camera calibration from pointclouds on a robot system in natural environments. -
InternFraunhofer Iais Jul 2013 - Aug 2013Various tasks on a robot system i.e. programming, calibrating, testing -
Freelance Software DeveloperFreelancer Sep 2007 - Aug 2011Mainly industrial intranet web applications (lunch reservations, biomass power plant monitoring, business software for automotive, ...) and interactive websites.
Jan Brabec Education Details
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Graduated With Honors -
Graduated With Honors. Gpa 3.98 (4.00 Is The Maximum)
Frequently Asked Questions about Jan Brabec
What company does Jan Brabec work for?
Jan Brabec works for Cisco
What is Jan Brabec's role at the current company?
Jan Brabec's current role is Principal AI Researcher.
What schools did Jan Brabec attend?
Jan Brabec attended Czech Technical University In Prague, Czech Technical University In Prague.
Who are Jan Brabec's colleagues?
Jan Brabec's colleagues are Mauricio Torres, Prajwal Dinesh Kumar, Nancy L., Adrian Blancas, Ashish Menon, Nanda Kumar K, Alaska Gold.
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Jan Brabec
Project Assistant & Researcher At Ireas. Postdoc At Jan Evangelista Purkyně University In Ústí Nad LabemPrague, Czechia -
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