Guido Tapia

Guido Tapia

Director of Software Development and Machine Learning Services at PicNet

Guido manages the Software Development and Machine Learning teams at PicNet. They specialise in delivering complex systems that are usually beyond the capabilities of regular outsourcing companies. Such systems as; highly distributed systems, machine learning and artificial intelligence solutions, business critical applications, etc.

Guido Tapia

July 7, 2026

Summarising clinical and referral documents with AI

Every health service we talk to has the same pile: referrals arriving as faxed PDFs, scanned handwriting and email attachments, plus discharge summaries written at the end of a long shift. Someone has to read all of it and pull out the same dozen fac ...

#clinical-documentation#referrals#data-residency#llm#health-informatics

in artificial-intelligence healthcare

Guido Tapia

June 30, 2026

Building a daily AI digest of global health news

Most health IT managers I talk to have the same low-grade problem. There is a folder of newsletters they meant to read, a couple of industry sites they check when things are quiet, and a vague worry that something important happened last week and the ...

#ai-digest#health-it#llm#automation#governance

in artificial-intelligence healthcare

Guido Tapia

June 30, 2026

Practical AI in Health: the series

Most of what gets written about AI in health is either a vendor pitch or a research paper. Neither helps much if your job is to decide what to build next quarter, what it will cost to run, and how you will explain it to your privacy officer. This ser ...

#ai-in-healthcare#health-it#privacy-act#human-in-the-loop#production-ai

in artificial-intelligence healthcare

Guido Tapia

August 10, 2022

.Net / IIS - Svelte Project Template

We recently published a simple, lightweight project template to help you start building a Svelte SPA (Single Page App) with a .Net backend, all hosted in IIS. Github Link: https://github.com/gatapia/svelte_dotnet Overview This project will get you st ...

#dotnet#svelte#template

in software-engineering

Guido Tapia

August 6, 2021

PicNet Power BI Command Line Tools

Today we released our "PicNet Power BI Command Line Tools" project on github. This project is what allows PicNet developers to collaborate on Power BI projects by addressing a few issues, these are: This project comes with a “Works on my PC” guarante ...

#power-bi#powerbi

in microsoft-power-platform power-bi

Guido Tapia

May 5, 2019

PyTorch Implementation of "Unsupervised learning by competing hidden units" MNIST classifier

I recently watched this lecture by Dmitry Krotov and found it very interesting so I thought it would make a good paper to try to reproduce. My original thoughts were that this could potentially solve the adversarial vulnerability inherent in most mod ...

in machine-learning software-engineering