Meltwater Blog

Inside Meltwater Engineering.

We build the platforms that help comms teams see around corners. Expect practical engineering lessons, data pipelines at scale, and product thinking from the people behind Meltwater.

Product Management for Internal Engineering Enablement Platforms - An Unconference

Product Management for Internal Engineering Enablement Platforms - An Unconference

Engineering Enablement Internal Software Delivery Platforms Knowledge Sharing Foundation Unconference

Last week, a group of 25 practitioners met in the Meltwater office in Berlin for an unconference about applying product management to internal platforms in the Engineering Enablement domain. In this post we share some of the topics discussed at the unconference, and how we want to take this inter-company exchange about...

And the Best Halloween Costume goes to ...

And the Best Halloween Costume goes to ...

Fun Office Culture Halloween

Halloween approaches each year as a surprise, at least to some of us. Especially as Meltwater has offices in 55 locations across the world, keeping track of the regional customs for a given occasion can be tricky (see Geography of Halloween for example). Hence we are fortunate to have local culture ambassadors...

The Full Stack Fest Experience 2019

The Full Stack Fest Experience 2019

Conference Full stack fest Frontend Backend

In September I traveled to the small town of Sitges outside of Barcelona to learn more about the future of technology. Full Stack Fest is a yearly, single track conference touching on a broad range of tech topics (frontend, backend, testing, new languages, etc). I was there to absorb some of the...

Load-driven Shard Distribution in Elasticsearch - Story of an Internship

Load-driven Shard Distribution in Elasticsearch - Story of an Internship

Elasticsearch Logging Foundation Internship Budapest

Since July 2019 I have been an intern at Meltwater in Budapest, working in the Foundation team that is focused on developer productivity. It has been a truly valuable experience to solve challenging real-life problems, that have an impact on the everyday lives of our developers. In this blogpost, I will share...

Zalando & Meltwater kickoff Knowledge Sharing Around Managing Internal Software Delivery Platforms

Zalando & Meltwater kickoff Knowledge Sharing Around Managing Internal Software Delivery Platforms

Internal Software Delivery Platforms Zalando Knowledge Sharing Foundation

In late August 2019 Meltwater had the pleasure of hosting Zalando in our Berlin office for a knowledge sharing session about applying product management for internal platforms that improve software delivery performance. In this post we will explain how this meeting came to be, provide a sneak peak into the topics we...

Enriching 450M Docs Daily With a Boring Stream Processor

Enriching 450M Docs Daily With a Boring Stream Processor

benthos enrichments stream processing stream processor data science

For our fairhair.ai platform we enrich over 450 million documents such as news articles and social posts per day, with a dependency tree of more than 20 NLP syntactic and semantic enrichment tasks. We ingest these documents as a continuous stream of data and guarantee delivery of enriched documents within 5 minutes...

Deep Learning Models for Sentiment Analysis

Deep Learning Models for Sentiment Analysis

Sentiment Analysis Machine Learning AI Data Science NLP Deep Learning

Meltwater has been providing sentiment analysis powered by machine-learning for more than 10 years. In 2009 we deployed our first models for English and German. Today, we support in-house models for 16 languages. In this blog post we discuss how we use deep learning and feedback loops to deliver sentiment analysis at...

Jeff Campbell talking Agile on the Scrum Master Toolbox Podcast

Jeff Campbell talking Agile on the Scrum Master Toolbox Podcast

agile podcast actionable-agile-tools

You certainly like podcasts, don’t you? Jeff Campbell, an experienced Agile Coach working with Meltwater, recently joined forces with Vasco Duarte to record a series of podcasts for the Scrum Master Toolbox. In the podcast series they chose a Q&A format, where the audience submits questions that Jeff and Vasco then discussed...

Micro Pipelines: Analyzing Big Data with Tiny Apps

Micro Pipelines: Analyzing Big Data with Tiny Apps

micro pipelines microservice

One of our teams at Meltwater was recently faced with a problem that required relatively simple tasks applied to a large volume of data. To solve this we experimented with a pattern we call micro-pipelines, which are a sequence of microservices that work together to create efficient, fault tolerant systems. This post...