Admission and registration
Stubborn on the vision – flexible on the details: How Amazon teams build for speed and stabilitytba @ Amazon Web Services
Amazon is made up out of thousands of so-called 2 pizza teams: Small, independent entities that work on the whole that makes up Amazon.com, AWS and others. In this talk we dive into some of the details behind this approach and how we use it internally, but also increasingly when working with our customers.
From TensorFlow to beyond: how to use a TensorFlow-trained model in the cloud, mobile, and webJuan De Dios Santos Rivera, Data Engineer @ Lovoo
There’s more to TensorFlow than fit and predict. It is a vast ecosystem that covers multiple platforms such as mobile, cloud, and web. In this talk, I’ll present how you can train a model in TensorFlow and export it to a mobile device (using TensorFlow Lite) to the cloud (using Google Cloud’s AI Prediction) and to the web (using TensorFlow.js). Moreover, I’ll describe TensorFlow’s main export format, named SavedModel, and small tips I’ve learned during my adventures across TensorFlow Land.
AI-based algorithms for picture-based matching of product dataHanna Köpcke, CTO & Founder @ Webdata Solutions GmbH
As part of the VIP (“Visual Image Product Matching”) research project, we want to teach the great capabilities of the human eye to artificial intelligence together with the University of Leipzig. Our vision is an AI that can process visual information from a large number of images and identify identical products. The talk will cover ai algorithms for image based matching of product data.
Organizing App Teams for fast Flow and Autonomy leads to Product Development NirvanaRalf Jacob, Head of Technology – Mobile @ idealo internet GmbH
A practical example of how to become independent within a larger tech organisation. A Self Contained Systems architectural approach allowed a small product team to deliver business value with native applications at unrivaled pace and with drastically improved happiness.
Rewrite or Refactor That Is the QuestionVladimir Jovanovic, Senior Android Engineer @ Flixbus
Your app is in really bad shape, and you are not sure if you should refactor it or go for a rewrite. This talk will give you all the information necessary to make the right decision. We will follow the Android and iOS teams at FlixBus fighting with legacy code, each in their own way. The Android team chose to refactor their old app, while the iOS team decided to create a brand new application.
Cognitive Business Robotics - Automatic Data Extraction in arbitrary DocumentsBianca Preißler and Toni Das, Machine Learning Engineers @ AI4BD Deutschland GmbH
We will talk about how to bring automatization to an industrial context, using machine learning, especially computer vision. Exemplarily, as a showcase, we will present a domain-agnostic workflow to extract information from documents and discuss techniques, challenges and successes along the way.
Breakfast & Networking
More to come!Stay tuned
Intensive workload management on decentralized cloud infrastructure with KrakeJean Chorin, Software Developer @ Cloud&Heat Technologies GmbH
Using the open source software Krake, we'll setup a lab to demonstrate how to manage compute intensive workloads' lifecycle. Attendees will learn how to spawn new jobs, increase and decrease the amount of working containers, enable automatic scale down at the end of the job, and see how Krake manages migration of stateless and stateful applications over a decentralized infrastructure.
BYOD: Attendees can participate with their own laptop
Defend your software from yourselfMaksim Gudow, Senior Developer @ DevBoost GmbH
Software developers are humans. And human beings are vulnerable to all kinds of biases. I would like to show you the tricky ones and give you advice on how to avoid them, making your software better in the end.
Understanding Azure API Management - 1Sven Malvik, Team Lead Cloud Platform
@ Vipps AS
APIs are the front door to our micro services. Sometimes we let requests just walk through, other times we do a full body check and give them some additional information on their way. This hands-on tutorial will improve your understanding of Azure API Management.
Applying Exponential Technologies in the Enterprise WorldAdrian Kostrz, Innovation Manager AI & Robotics @ NTT DATA Business Solutions
Technology for technology's sake is meaningless. Innovative technologies have made it possible for companies to transform their business models and to better interact with customers. However, as an increasing number of businesses jump on the bandwagon for the latest technology, the question arises whether people are driving technology or are being driven by it. Within this session, we will demonstrate different innovation cases and explain the usage of drones, image recognition, big data, and artificial intelligence in an enterprise environment.
Understanding Azure API Management - 2Sven Malvik, Team Lead Cloud Platform
@ Vipps AS
Double session, second part.
BYOD: If you want to follow this tutorial, you should bring your laptop with an active Azure account, installed PowerShell with Az module and a Git client.
Lunch & Networking
Running Realtime communication services in the cloud with KubernetesSebastian Daehne and Alfred Krohmer, Sr. Manager DevOps & Sr. Software Engineer @ LogMeIn Germany GmbH
Realtime applications do have different operational requirements than for example micro services. We would like to show how we were able to create an environment for such services in the public cloud by using Kubernetes/Container primitives.
More to come!Stay tuned
We will have another exciting talk which will be announced soon.
What’s currently hot in AI – review of the latest research findingsTorsten Hartmann, CEO @ Avantgarde Labs GmbH
Researchers and practitioners have pushed the state-of-the-art in many subfields of artificial intelligence in the last years. The presentation gives an overview over some of the most promising publications from leading AI conferences like ICML, NIPS or ACL and leading corporate labs like Google Research or Baidu Research.
Effective App Architecture and State Management in FlutterMuhammed Salih Güler, Senior Flutter Mobile Developer & Google Developer Expert @ Superlist
From the day that Flutter is announced, a lot of companies decided to use it in their production environments. Most of these companies have used it for projects from scratch and as we all know, deciding on an architecture for a brand new application is quite hard. Luckily, Flutter has a lot of great alternative approaches that can be used according to the suitable use-case. In this talk, we are going to go over Flutter's State Management options, how we can use them and last but not least we will learn how we can put all of this information together to create the best architecture for our application.
Evolution 3.0 : solve your everyday problems with genetic algorithmMey Beisaron, Backend Developer @ AppsFlyer Inc.
GitOps using Flux: How we manage Kubernetes clusters at StaffbaseRico Berger, Site Reliability Engineer @ Staffbase GmbH
GitOps is a way to do Kubernetes cluster management and application delivery. It works by using Git as a single source of truth for declarative infrastructure and applications. With Git at the center of your delivery pipelines, developers can make pull requests to accelerate and simplify application deployments and operations tasks to Kubernetes.
Coffee Break & Networking
Greener on the other side – What brochures do not tell you about migrating your big data to the cloudJulian Eberius, Senior Architect - Big Data @ Vodafone Group Plc
Migrating your existing on-prem Big Data applications to the cloud? Don’t let yourself be surprised by differences in performance and pricing! Hear some first-hand experience migrating a trillion-row dataset and its supporting services & data pipelines from on-prem Hadoop to Google BigQuery.
Democratization of robot programmingChristoph Biering, Head of AI & Co-Founder @ Wandelbots GmbH
Dresden based WANDELBOTS has developed an intuitive app as well as gesture-based hardware teaching devices making it possible for EVERYONE to teach a robot. To understand the intention of the user from the demonstration, we’ve come up with an AI-based algorithm to accomplish the task swiftly, autonomously and entirely without the use of additional sensors.To illustrate how this approach is currently realized, I will give you an overview about our teaching process and how AI helps us to make it even faster.
You don’t need your freaking Kafka - Event Bus for small teamsJakob Blume, Co-Founder @ Entwicklerheld
Many service architectures use an event bus to integrate multiple services together. The use of an event bus offers many advantages in the way services can be developed, tested and operated. The use of common event bus technologies such as Kafka, RabbitMQ or NATS is associated with a steep learning curve and is not feasible in operation, especially for small teams. However, most teams have a lot of experience with classic relational databases like PostgreSQL or MariaDB. In the presentation, we explain how we use PostgreSQL & Redis as an event bus for over 1.5 million events and thus use the advantages of an event-driven integration for our EntwicklerHeld platform right from the start, without obstruct the switch to a "real" event bus later on.
Deep Invoice Learningtba @ Aifinyo
As a digital financial service provider, aifinyo AG aims to make entrepreneurs everyday work even easier by building automated tools for time-consuming tasks. One of those tasks is submitting invoices to be processed. A Deep Learning system now evaluates invoices and extracts all necessary information. This workshop shows the principles of such a processing pipeline to run your own OCR solutions.
Technical SEO demystified for web developersMartin Splitt, Developer Advocate @ Google
The web is a great platform to reach a broad audience with our web apps and sites, but to do so we need to make sure that our web apps are findable for our potential users. In this session we will open up the black box of SEO and find out what we can do in our code to make sure our web apps are search-friendly and gather a set of tools to debug and test our sites for discoverability.
Talk to me - The challenge of designing a voice user interfaceLorena Arendt, Technical Project Manager @ Appsfactory
We will showcase the pitfalls, do's and don'ts when it comes to designing a conversational AI, which is robust and appealing to the user. No strong technical background in conversational AI required.