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Document Digitization: Rethinking OCR with Machine Learning
Nischal Harohalli Padmanabha outlines the problems faced building DL networks for document process at omni:us, limitations, the evolution of team structures, engineering practices, and other topics.
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From Robot Simulation to the Real World
Louise Poubel overviews Gazebo's architecture with examples of projects using Gazebo, describing how to bridge virtual robots to their physical counterparts.
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The Road to Artificial Intelligence: An Ethical Minefield
Lloyd Danzig offers a look into the complex ethical issues faced by today's top engineers and poses open-ended questions for the consideration of attendees.
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Panel: Predictive Architectures in Practice
The panelists discuss the unique challenges of building and running data architectures for predictions, recommendations and machine learning.
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Papers in Production Lightning Talks
Papers: Towards a Solution to the Red Wedding Problem, A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise, and A Machine Learning Approach to Databases Indexes.
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Securing Services Using SSO
Shraya Ramani talks about BuzzFeed’s transition to microservices and their open-source, homegrown, centralized solution - SSO.
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Unique Resiliency of the Erlang VM, the BEAM and Erlang OTP
Irina Guberman demonstrates how unique features of the BEAM in combination with Erlang OTP can take a company's servers to the next level of resiliency and robustness.
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Speed the Right Way: Design and Security in Agile
Kevin Gilpin discusses the renewed focus of the software design process and code complexity in software security, describing how design review can be modernized to help improve application security.
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Using Randomized Communication for Robust, Scalable Systems
Jon Currey examines the evolving use of randomized communication within HashiCorp’s Consul, a popular service mesh solution.
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Panel: the Future of Languages
In this panel, these programming languages experts try to find the places where we could probably past each other to try to find common ground.
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People Are More Complex Than Computers
Mairead O'Connor presents how Equal Experts are challenging traditional ways of working and how they question the standard practices in order to try to create a better place to work.
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Ethos(s): Enabling Community and Culture
Robyn Bergeron examines the ethical principles and practices of open source community architecture that empower contributor influence and participation, drawn from both real-world examples & research.
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