Dr Kamran Soomro

29 Followers
47 Following
101 Posts
#datascience | #machinelearning | #smartcities | #datavisualiation
Associate Professor (Reader) of Artificial Intelligence. Interested in developing and applying machine learning and data science techniques to smart cities and healthcare solutions.
LocationUK
Alt@kamran_soomro
@jesper I hope you’re alright. Looking forward to your return.
@jesper hi Jesper. Love your newsletter. Trying to migrate to an RSS reader but it looks like there are no updates to the RSS feed since last March? Is that correct?
“When [I first got] hooked on Claude, I did not sleep. I spent two months excessively prompting the thing and wasting tokens. I ended up building and building and creating a ton of tools I did not end up using much… Quite a few of the tools I built I felt really great about, just to realize that I did not actually use them or they did not end up working as I thought they would.”
https://www.fast.ai/posts/2026-01-28-dark-flow/
fast.ai - Breaking the Spell of Vibe Coding

Sinister variations on the positive state of flow

New paper out in Concurrency and Computation: Practice and Experience! We explored how LLMs can help public authorities analyse citizen feedback more efficiently.

Using survey data from East Bristol's liveable neighbourhood initiative, we found sentiment classification achieved >90% accuracy, and LLMs outperformed traditional summarisation methods.

Open access:

https://doi.org/10.1002/cpe.70547

#SmartCities #LLM #MachineLearning #UrbanPlanning #OpenAccess #CitizenScience

I had no clue Google had introduced a consensus.app killer! Excited to try this out!
UNIX V4 tape successfully recovered: First ever version of UNIX written in C is running again

: Crucial early evolutionary step found, imaged, and ... amazingly ... works

The Register
Thanks also to my colleague Alireza.

Here’s one of the visualisations we created: the geographical distribution of collisions in 2024, classified by severity: fatal, serious, and slight.

More about the dataset:

https://www.data.gov.uk/dataset/cb7ae6f0-4be6-4935-9277-47e5ce24a11f/road-accidents-safety-data

Today in our #Business_Intelligence module, we explored a data science case study on UK road collisions, using the latest dataset (updated Sep. 2025) from the Department for Transport (DfT), United Kingdom.

We went through the analytics cycle: business & data understanding, data preparation, developing a predictive model and model evaluation.

“For most of computing history, designers have been the authors of the visible world…But we are entering a new frontier. For the first time, the interface itself thinks. And when it thinks, the rules change”
https://www.suffsyed.com/futurememo/designers-have-to-move-from-the-surface-to-the-substrate
Designers Have to Move from the Surface to the Substrate — Suff Syed

Designers once controlled 85% of user experience through interfaces and interactions. Now, with intelligence moving beneath the surface, that control has collapsed to 5%—while the real design decisions happen in training data, system prompts, and model behavior that most designers never see.

Suff Syed