Connecting thoughts
Articles written by SINAPTIA about AI.
Scaling image classification with AI
Learn how we used multi-modal Large Language Models to automatically categorize more than 1 million boat images, reducing months of manual work to a couple of days.
Fernando Martínez
Jul 29th, 2025
The untold challenges of OpenAI's batch processing API
The most important part of making OpenAI’s batch processing API work in the real world is building a reliable polling system. This post explains why that’s necessary, and what else you’ll need to handle: token limits, partial failures, and retries.
Valentin Colato
Jun 3rd, 2025
Building intelligent applications with Rails
Why we choose Ruby on Rails for intelligent applications development and how Rails helps us strategically integrate and try out the latest improvements in the AI field.
Fernando Martinez
May 20th, 2025