This week I will be the host for the Berlin Institute of Health, Digital Health Forum. The format is somewhat different due to the ongoing Covid regulations.
The topic will be Digital Health – Incubation and Innovation. Yoni Goldwasser and Bartosz Kosmecki will be the guests.
Continue reading “Event: Charité Digital Health Forum”
Continue reading “What do I work on?”
Mathematical, statistical, AI/ML, whatever
I really love dealing with people. I come from a culture which highly prizes human interaction and communication skills. But I also love technical work, and this tends to attract people who prefer to work alone. In this article I want to discuss my progression through different styles of management and leadership throughout my life.
Continue reading “Managing People”
I wrote this article a year ago. Somehow it sat in my drafts despite being essentially finished. I publish it now as is. Any mention to what I am doing now refers to September 2019.
A short homage to Paul Graham who, among others, so nicely captured the issue of Making things vs Managing teams.
Continue reading “Maker vs Manager”
Something I’ve struggled with on and off over the 20 years that I have been making mathematical models is explaining those models to others. I have tried to bring people along and develop their understanding. But mainly what I observed was that, some people just got it and others did not.
I have certainly improved my own skill at explaining. This comes down to having streamlined stories and simpler take-home messages. Telling a clearer story certainly improves my audiences’ self-satisfaction, but ultimately some of them get the whole message and others do not.
Continue reading “Modelling the Modeller”
I have mentioned, in the past, that I am a huge fan of Nate Silver. Something which he used to repeat quite frequently, on their podcast, is a sort of predictive modelling tautology:
The best prediction of the future is no change.Nate Silver [Paraphrasing]
This concept has even got a probabilistic and philosophical theory behind it. All other things being equal, over the long history of time, the next moment from now is not likely to be any different from right now. If we repeat this process often enough then we will be right more often than we are wrong. In essence, we are accepting that there is continuity (and perhaps causality) in our experience of the natural world. Political scientist David Runciman even explored the concept in his recent work of political theory.
I originally took this statement in the manner in which, I hope, it was intended. But behind every great phrase there is often an enticing problem. Thinking over this phrase has led me to realise that there are three basic types of predictive models and each one of them has a fundamentally different purpose and indeed parameterisation.
Continue reading “Predictive Models”
Since I managed to break my writers’ block on decision making models last week I want to follow-up with a brief discussion on the use of Narrative in presenting decision models to an audience.
In my first article on decision making models I emphasized that a model must serve a purpose. In explaining our models to others I want to highlight that there are two purposes behind explaining a model; the first is to convince the audience; the second is to convey insights into the model. This is the opposite ordering of how scientifically-trained modellers typically think about communicating results, but it is by far-and-away the prioritisation of most top scientific communicators around the world.
Continue reading “Narrative and Decision Models”
This is my third attempt, over the course of 9 months, to write this article. The first attempt foundered on my desire to go into detail on whether explanation or explanability is a good characteristic of a model or not. I confess, this was overly motivated by my personal frustration at having worked with somebody who, “never let the facts get in the way of a good story.” The second attempt got lost in a forest of anecdotes from previous projects. I was trying so hard to knit them together that I failed to make a point. Today, I want to focus on the single most important thing that I have learned about developing decision making models.
Continue reading “Decision Making Using Models 3.0”
I have had to move my website hosting this week. I was hosted by the computer society at National University of Ireland, Galway for many years. Their hardware is now on its last legs and the building it is hosted in has been turned into a field hospital for Covid patients. It was time to move on.
Many thanks to Compsoc at NUI Galway for the years of hosting.
I had the opportunity to interview for a senior position at a very big company recently. The entire process was fascinating for what it says about human nature and about large companies. The outcome of the process is unclear at the time of writing this but I am expecting the intrinsic misalignments in the process will lead it into the reeds from which it is unlikely to emerge. I am as close to the perfect candidate for the role that they will ever interview, but the internal parties are not all aligned around the very existence of the position.
Continue reading “There is no such thing as a manager”