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whois

Hi. My name is Vincent. AskMeAnything[tm].

This is the bio I typically use for conferences:

Vincent is a senior data professional who worked as an engineer, researcher, team lead, and educator in the past. You might know him from tech talks with an attempt to defend common sense over hype in data science. He is especially interested in understanding algorithmic systems so that one may prevent failure. As such, there has always been a preference for simpler solutions that scale, as opposed to the latest and greatest from the tech industry.

Vincent is also well known for creating a lot of open-source packages, some of which have been downloaded over a million times. He's also well known for his calmcode.io project, as well his blog over at koaning.io.

Fun Facts

I also keep a list of fun facts that people might know me for.

Currently

I currently work over at probabl where I help out and try to secure a funding model for the scikit-learn ecosystem.

Past

Before joining probabl I worked as a machine learning engineer over at Explosion. I joined the folks behind tools such as spaCy and Prodigy. Working here was a blast! Before joining Explosion, I worked as a Research Advocate at Rasa where I collaborated with the research team to explain and understand conversational systems better.

Before that I worked as a consultant at GoDataDriven, now Xebia Data. I was the first data scientist they hired and I helped companies get better at what they do by using data. I had been given a fair amount cases with impact for important clients and I was able to make big things happen while trying to keep the hype at bay. At some point a culture shift happened within the company. Sadly, this led to some unforgivably unprofessional behavior, which compelled me to leave. I can't recommend anybody to trust their career at that group anymore, I regret promoting the company during my tenure and I wish to no longer to be associated with that group.

Concluding

I believe in open tools and I certainly don’t mind to evangalise from time to time. But it does feel like a lot of tools are still missing.

The future is pretty awesome, all we have to do is build it.

Note

This blog has a matured a few times in the past. An earlier version built with Pelican can be found here. A more recent version, built with Distill, can be found here. On every upgrade I only decided to port a subset of the blogposts, partially to save time, but also because the blog matures over time ... and some of the old blogposts feel less relevant.