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Robert Monarch (formerly Robert Munro) leads engineering teams at Apple focused on tasks including: machine learning; annotation; anti-fraud; and privacy-preserving architectures for new products.Robert is also the instructor for the Deeplearning.ai courses on AI and Public Health, Climate Change, and Disaster Management.Robert is the author of Human-in-the-Loop Machine Learning, covering practical methods for Active Learning, Transfer Learning, and Annotation.Robert runs Bay Area NLP, the world's largest community of Natural Language Processing (NLP), Speech, and Information Retrieval professionals.
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Snr Machine Learning ManagerApple Oct 2020 - PresentCupertino, California, UsI lead engineering teams focused on tasks including: machine learning; annotation; anti-fraud; and privacy-preserving architectures for new products.
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CeoMachine Learning Consulting Oct 2018 - Oct 2020Led a team of consultants transforming product and machine learning strategies for large companies. Our clients/roles included: consulting in data labeling and machine learning strategies for John Deere; advising in AI for food-borne pathogen alerting; operating as interim CPO at a company restructuring for an IPO; and working with many organizations during the COVID-19 response.
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CtoFigure Eight (Acquired) Jul 2017 - Oct 2018Arlington, Va, UsManaged Engineering, Machine Learning and Product teams:- Tripled revenue over 18 months leading into $250M acquisition.- Shipped the company's first Machine Learning products.- Led product integrations with AWS and Google Cloud teams.- Migrated legacy systems to multi-cloud and on-premise installations. - Built Data Science team from the ground up.- Promoted from VP of Machine Learning to CTO in first year.- Rebuilt Technical leadership to go from 0 to 100+ years total prior machine learning experience and 0% to 50% non-male leadership. -
Principal Product Manager At Aws Machine LearningAmazon Web Services Sep 2016 - Jun 2017Seattle, Wa, UsI led product for Amazon Comprehend and Amazon Translate, taking AWS's first suite of Natural Language Processing (NLP) and Neural Machine Learning (NMT) products from conception to launch. I also worked in Amazon Text Extract (OCR), Amazon Transcribe, and Amazon SageMaker's Ground Truth (Active Learning). I obtained CEO-level buy-in on new product strategies and refined Amazon's well-known "PR/FAQ" document format to a template that is widely used across the technology sector. -
Chief Executive OfficerIdibon Jan 2012 - Jun 2016Co-founder of Idibon, bringing together one of the strongest teams in machine learning, shipping products that combined machine learning and expert human feedback to industry leaders in finance, gaming, automotive, and electronics. I managed 50+ engineers, product managers, data scientists, led sales for $1M+ in revenue, and cultivated a company culture that cherished diversity.
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Graduate FellowStanford University Sep 2007 - Jun 2012Stanford, Ca, UsAs a Graduate Fellow (top 5% of Science and Engineering PhD students), completed research with a number of leading researchers and I taught classes in Machine Learning, Linguistics and Symbolic Systems.I also took a year-long Graduate School of Business course focused on startups, launching a media startup with co-founders backed by Knight Fellowships.For my PhD, I researched Machine Learning to support scalable information processing for healthcare and disaster response scenarios, especially in the context of low-resourced languages and noisy data. -
CtoEpidemiciq, Global Viral Forecasting Jan 2011 - Dec 2011I lead the design and implementation of the core information and prediction engine to track all the world's disease outbreaks and potential pandemics, pulling in all available digital data from millions of sources in dozens of languages.
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Chief Information OfficerEnergy For Opportunity Jul 2009 - Nov 2011Freetown, SlI managed the information and communication systems for our West African-based Solar Power operations, helping the company from its launch to see it grow to become the leading renewable energy provider in the region. This built on work prior to moving to the US when I lived in Sierra Leone, working for the Environmental Foundation for Africa, and for the UN High Commission for Refugees in Liberia. I still serve on the board of EFO. -
CoordinatorMission 4636 Jan 2010 - May 2010I coordinated the translation, geolocation and categorization of emergency text messages sent in Haiti in the wake of January 12, 2010 earthquake. This was the first step in the only emergency response service available to people within Haiti during this critical period. Working with about 2000 Kreyol and French-speaking volunteers that I managed through social media, we translated and mapped over 80,000 messages in real-time. This was the first time that crowdsourcing has been used for humanitarian response in this manner. To date, it is still by far the largest.
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Software DeveloperPowerset -> Microsoft Jun 2009 - Sep 2009I worked briefly at Powerset, a search startup that was acquired by Microsoft during my time there. I focused on Natural Language Processing, and in particular how Amazon's Mechanical Turk can be used for Active Learning systems to efficiently make Machine Learning models more accurate.
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Software Developer & InstructorHans Rausing Endangered Languages Project Mar 2004 - Mar 2006I lead the design and development of a digital archive for 100+ languages. The archive is now one of the richest collections of endangered languages in the world, in some cases containing the only known recordings of the languages and cultures of the speakers. In addition, I instructed field workers and students on data management, software development, and creating multimedia games for language revitalization.
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Manager, Instructor, Researcher, Software DeveloperUniversity Of Sydney Jan 1998 - Dec 2003The University Of Sydney, New South Wales, AuDuring my undergraduate degrees, I also worked at the University of Sydney. I researched Natural Language Processing (NLP), Machine Learning Algorithms, and Spatial Data Mining, publishing papers on all three areas. I instructed more than a dozen different classes, from intro Computer Science up to teaching a Masters-level NLP class while still an undergraduate. On the practical side, I lead a team of developers creating financial monitoring tools in a partnership between the University and industry.
Robert Monarch Skills
Robert Monarch Education Details
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Stanford UniversityComputational Linguistics -
Stanford UniversityComputational Linguistics
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University Of SydneyInformation Systems
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University Of SydneyFilm
Frequently Asked Questions about Robert Monarch
What company does Robert Monarch work for?
Robert Monarch works for Apple
What is Robert Monarch's role at the current company?
Robert Monarch's current role is Helping humans and machines play nicely together.
What is Robert Monarch's email address?
Robert Monarch's email address is ro****@****ail.com
What is Robert Monarch's direct phone number?
Robert Monarch's direct phone number is +141550*****
What schools did Robert Monarch attend?
Robert Monarch attended Stanford University, Stanford University, University Of Sydney, University Of Sydney.
What skills is Robert Monarch known for?
Robert Monarch has skills like Information Retrieval, Social Media, Distributed Systems, Social Network Analysis, Algorithms, Knowledge Representation, Start Ups, Semantic Technologies, Data Analysis, Computational Linguistics, Text Mining, Strategic Planning.
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