Timid New World

As the coronavirus pandemic escalated, I was travelling around the world. The timing was unfortunate, but the endless hours of flying also presented an opportunity for reflecting on

27 Mar 2020 · 3 min read

Data loops are the bottleneck in applied AI

You can quickly iterate code, but not data. This is one of the major bottlenecks in companies trying to automate human activities, and solving it generally would change

18 Jun 2019 · 3 min read

Building automation-heavy products

This post is based on my talk at North Star AI 2019 [https://aiconf.tech/]. When I speak about automation in general, and the Automation team at Veriff,

8 Apr 2019 · 4 min read

The two loops of building algorithmic products

This is a talk I gave at a Zen of Data Teams [https://www.meetup.com/Machine-Learning-Estonia/events/260081030/] event in Tallinn. The full slides are here [https:

3 Apr 2019 · 1 min read

Units of automation

Pretty much every presentation I give about AI includes the following slide, in the context of automatically authenticating users using face recognition. The idea is that even automation-reliant

21 Jan 2019 · 5 min read

Writing a data science job description

It’s common to see job descriptions along the lines of the following. -------------------------------------------------------------------------------- Looking for a data scientist. Responsibilities: 1. Building big data databases, data warehouses, data

15 Jan 2019 · 2 min read

Coping with the explosion of ML research

As the popularity of machine learning grows, so does the amount of academic papers, blog posts and software released. As an industry practicioner I need to be up-to-date

6 Jan 2019 · 2 min read