
Andrei Muratov
Freelancer

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About me
Leading the AWS solution strategy for Game Analytics & AI/ML for Games, including Generative AI.
Education

Concordia University
2005 - 2007MBA
Concordia University
2014 - 2014Executive Certificate in Advanced Business AnalyticsCertificate program covering organizational implementation of analytical process, technology and culture.

McGill University
2000 - 2004Bachelor of Science - BS Computer Science
McGill University
2000 - 2004B. Sc. Computer Science
Experience

Self-Employed
Jan 2004 - Jan 2007FreelancerFreelanced on a number of projects, notable among them is a self-started 1C:Maddox Games' IL-2 Sturmovik that went on to become an official expansion.

Artificial Studios
Jan 2004 - Feb 20053D ArtistWorked with an awesome start-up team from around the world on cutting-edge game engine technology, that has since found its way into modern engines. Made level art and built levels.

Boanerges Studios
Feb 2005 - Sept 20053D ArtistI was a 3D artist working with the very talented team at Boanerges Studios. My duties included modeling, texturing, some concept work, level design and gameplay testing.

Herzing College
Apr 2006 - Oct 2006TeacherI taught 3D Animation, modeling, special effects and a number of other subjects in the Video Game Art program.

SFERA Creatif
Jan 2007 - Oct 2010Independent ProducerConsulted for a number of Montreal-area indie studios to help pitch, staff, fund, complete and publish indie games. - Staffed, designed and produced Rally Mania (J2ME) from start to release, on budget and schedule- Closed and released Gone Fishin' (J2ME)- Helped organize pitches and funding for 3 other titles

Airborne Entertainment
May 2007 - Jun 2008Senior Producer, Games/AppsProduced mobile (Java/BREW/iOS) games and apps for very well known brands: Robotech, Family Guy, Food Network, Mark Echo. Also produced indie games published through our company.

Ubisoft Campus
Jul 2008 - Oct 2010InstructorI taught level and game design for the first 4 cohorts of students on behalf of Dawson College at Ubisoft Campus in Montreal. Established course objectives and curriculum and produced capstone group projects, all of which resulted in viable stand-alone games.

Ludia
Oct 2010 - Jul 2011Associate ProducerBuilt the game analytics competency at Ludia from the ground up, and contributed to monetization strategy for Facebook games, including:- The Price is Right- Who Wants to be a Millionaire - Are You Smarter Than a 5th Grader?

WB Games Montreal Inc.
Aug 2011 - Apr 2021Game and publishing analytics and data science team lead for a number of WBIE projects on mobile and console, including:- Batman: Arkham Knight- Mortal Kombat X- Injustice 2- Shadow of War- DC Legends- Game of Thrones- Westworld - several unannounced titlesFound new applications for data science among internal clients including IT, HR, Finance, Operations, Usability and Marketing teams.Consulted on monetization strategies for some of the mentioned projects. Show less Drove free-to-play monetization and analytics strategy and its implementation for several online games. Worked with brand owners to align monetization strategy with the young target audience. Lead analytics technology development in support of these titles, and worked with creative leadership to align game features behind the monetization strategy.Presented our game at E3 and at blogger events. Participated in playtests with kids. Fostered a culture of rapid iteration and operational agility.- LEGO Legends of Chima Online- Looney Tunes & Scooby Doo Cartoon Universe Show less
Manager, Data Insight Products
Jun 2018 - Apr 2021E-Commerce & Analytics Producer
Jun 2014 - Jun 2018Associate Producer
Aug 2011 - Jun 2014

WB Games
Apr 2021 - Nov 2022Senior Manager, Game Analytics.webp)
Amazon Web Services (AWS)
Nov 2022 - nowHead of Game Analytics & AIML Solutions & BD, AWS GameTech
Licenses & Certifications
- View certificate

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraApr 2018 - View certificate

Convolutional Neural Networks
CourseraMay 2018 - View certificate

Deep Learning Specialization
CourseraJun 2018 - View certificate

Structuring Machine Learning Projects
CourseraMay 2018 - View certificate
.webp)
AWS Certified Cloud Practitioner
Amazon Web Services (AWS)Jan 2023 - View certificate

Neural Networks and Deep Learning
CourseraMar 2018 - View certificate

Machine Learning
CourseraDec 2014
Volunteer Experience
Coach/Specialist
Issued by Fondation Montréal inc. on Jan 2016
Associated with Andrei MuratovFlight Safety Team
Issued by Montreal Soaring Club - Club de Vol à Voile de Montréal on Apr 2021
Associated with Andrei Muratov
Languages
- ruRussian
- ukUkrainian
- frFrench
- enEnglish
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