We are seeking an experienced NodeJS Developer to join an awarding winning international software house delivering artificial intelligence (AI) solutions to a variety of well-known brands. This Senior Developer will take a leading role in the development of a brand-new UI using the latest technologies including Angular 4. You will be joining a dedicated development team of seven and be responsible for the continuous development of the front end user interface of a variety of internal projects. You will be interested in TDD, Agile, Best practice and design and have a real passion for code and UI. The applications you will be building UI's for are very data driven and are responsible for large scale data extraction, process automation and monitoring.

When you think about customer service, what industries come to your mind? They deal with customers directly, so customer service is a huge part of their business. In manufacturing, however, the importance of customer service is often overlooked – which is a mistake as lost customers can mean millions of dollars in lost sales. AI solutions can analyze the behaviors of customers to identify patterns and predict future outcomes. Observing actual customers' behaviors allows companies to better answer their needs.

A few years back, most of our data was structured or textual. Nowadays, with the Internet of Things (IoT) a large share of the data is made up of images and videos. There's nothing wrong with that, and it may seem like there's no problem here, but the thing is that many of the systems utilizing machine learning or deep learning are trained in a supervised way, so they require the data to be labeled. The fact that we produce vast amounts of data every day doesn't help either; we've reached a point where there aren't enough people to label all the data that's being created. There are databases that offer labeled data, including ImageNet which is a database with over 14 million images.

Originally published at medium.com by @l.mokrzycki on April 22, 2018. General Data Protection Regulation comes to life in the European Union from 25th May and will strongly influence how Machine Learning products are developed. Without a doubt, it will increase the amount of work required for shipping ML project to productions, but on the other hand, it will be solid protection for the rights of users, which also includes us, creators of these projects. The rights that help us keep control over data that is collected about us and protect us from unfair results of fully autonomous systems. Now, a user will have a legal basis for access, rectify, transfer or deletion of his private data. With this post, I would like to propose best practices for ML models developers allowing them to reduce the amount of work and issues implied by the new law.

SAP has created an AI ethics panel to guide its use of machine-learning technology. If only it had a similar committee for fraud allegations: it might have avoided the corruption scandal engulfing it in South Africa. The German ERP giant – which is accused of kicking back $2m to secure state contracts – claimed it is the first European biz to create a external artificial intelligence ethics board: a five-person committee that includes technical experts and specialists in public policy, ethics, and bioethics. However, while several of them possess solid IT credentials, there's no one with a background in AI. Rather, expertise in the evolving field will come from inside SAP.

We need to realize that users start considering the Desktop Web as a limited version of the ultimate User Experience which lives on Mobile! 1 Key Take-Away: Sure, PCs will still be around for a while but within a couple of years, there will be 6 times more Smartphones and Tablets than PCs… (IDC) So, which side of History do you want to be on? Mobile IS the New Internet 4. The Optimal User Experience2 5. • Mobile is your ultimate lever for creating an outstanding Customer Experience (CX), by either accompanying, augmenting or facilitating Customer Journeys • (Mobile) User Experience (UX) is the new enabler of Customer Satisfaction. By investing in delivering an exceptional User Experience, brands are securing higher recurring usage, stronger engagement, higher App ratings, and better conversions • Look beyond your traditional competition. The Mobile OS providers as well as Facebook, Uber, AirBnB, and the likes are setting the bar by which your App will be judged (and rated)! The Optimal User Experience 2 Key Take-Away: Ensure your Mobile properties are optimized to deliver the best User Experience possible.