Category: Machine Learning

• ChatGPT will Never Produce Good Recipes, This is Why

  For over a year, I’ve been working with AI to generate recipes for my platform, whippedup.app, I tried different approaches based on machine-learning models and ended up settling with OpenAI’s GPT-3, the same technology that powers the wildly popular ChatGPT. The platform has been live for a while now, and I can see the long-term…

  juancavallotti

  February 28, 2023

  Machine Learning, Technology

  cooking recipes, discussions, language processing, Machine Learning, nlp

• Running BERT Models on GCP Serverless Infrastructure

  Last year I faced the quest of building WhippedUp, a platform aimed at helping people eat better and more sustainably. To make the platform run, I heavily leverage machine learning techniques, some of which process the system’s data and some help the users consume it. Since I’m still a tiny player in the space, I…

  juancavallotti

  January 9, 2023

  Machine Learning, Technology, Uncategorized

  BERT, language processing, Machine Learning, nlp, open source, performance, production

• Training a Multi-Language Grammar Error Correction System

  Last year, 2022, was a big year for me in terms of personal and professional growth. First, I began the year diving into Machine Learning. Then I completed several specialization courses, read a textbook, and countless research papers. My good friend Dan created his language learning platform, “Squidgies.” This platform heavily leverages machine learning techniques…

  juancavallotti

  January 6, 2023

  Machine Learning, Technology, Uncategorized

  datasets, end to end machine learning, grammar correction, language processing, Machine Learning, nlp, open source, performance, t5