At http://www.aflorithmic.ai we’re building infrastructure for creating audio experiences. Fundamentally, there’s a huge part of creativity involved there. And personally I believe the human creativity is almost limitless. Previously I spent a lot of my career building tooling and infrastructure for data scientists and researchers. So while I’m not a super expert on Api design,… Continue reading Tools as bicycles of the mind
Author: Peadar Coyle
I help organisations understand, assess and execute on emerging opportunities in data science and machine learning. I've helped organisations from startups to larger organisations unlock value from their data in verticals such as Supply Chain Management, Advertising and Financial Services.I am happiest at the intersection of product, data science and engineering. My work has exposed me to working with sales people, legal (GDPR), risk and various other functions or cross-functional teams.If you're looking for a data scientist for some advisory work or technical due diligence, if you have a project in mind or are looking for me to do some writing or speaking, feel free to get in touch [email protected]
Delight your users
A friend said to me recently – ‘startups need to delight their users, and have an exceptional customer experience’. And that sounds like a trite, and repetitive sentence. But like a lot of cliches in life, it’s true. I was thinking recently about how many experiences I have with companies as a consumer or a… Continue reading Delight your users
Some recent reading
This is s short blog post. And is merely some links I came across this week. https://www.fullstackpython.com/wsgi-servers.html – a great introduction to WSGI servers in python. I hadn’t seen this written up before https://sudhir.io/understanding-connections-pools/ — Long read. This is a thorough and in-depth discussion of how connections and pools work. I must admit that while… Continue reading Some recent reading
Lessons from 2020
I have a small document where I try to weekly write goals and what I’ve achieved. Sometimes I don’t update it, but I reviewed my 2020 version and will try to take out some takeaways. Covid-19 was incredibly disruptive to our lives, but it accelerated ‘digital transformation’ in a number of industries, and we saw… Continue reading Lessons from 2020
Everything great starts small
I’m an Entrepreneur, and a few years before I officially became one. One of my best friends said to me ‘I’ve always thought you were very entrepreneurial’. I think I shirked away from that. I’ve thought recently about why a I shirked away from that for a few years. I think one reason is that… Continue reading Everything great starts small
Engineering Leadership: Lessons from Rugby
I’ve been thinking a lot lately about Engineering Leadership. This is a very difficult job for all the reasons that leadership is difficult, management is difficult and that software development is a difficult discipline. For various reasons – we as a species suck at writing software. Writing great software is HARD. Nevertheless we as a… Continue reading Engineering Leadership: Lessons from Rugby
Friday wins – celebrating shipping and delivery
More meetings? At Aflorithmic we recently have been experimenting with Friday Wins. It’s important in a startup to enable the company to build things and talk to customers. This matters a lot to ‘building something people want’. However, I wanted to talk a bit about a meeting style that I’ve found that works pretty well,… Continue reading Friday wins – celebrating shipping and delivery
Why building ML systems is about more than ML?
I’m going to use a bit of a click bait title for this article. But the aim of this article is to share experiences I’ve gathered from about 10 years building ML systems, and building ML teams. Why ML is about more than ML I saw the following tweets by Erik so I’ve added them.… Continue reading Why building ML systems is about more than ML?
Migrations – or how to fix technical debt
My company http://www.aflorithmic.ai recently went through some migrations. There were a few from the easy – moving from python anywhere to AWS Elastic Beanstalk, to the more involved – a big refactoring that involved moving ejecting from Expo. However, I think the lessons apply. Firstly, I’m not an expert. I’ve been involved in migrations… Continue reading Migrations – or how to fix technical debt
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