Tag: nlp

• Putting GPT to Good Use

  Recently I wrote about how GPT-like technologies are far from good at generating things like recipes or anything that involves connecting concepts through logic and reasoning; this doesn’t mean we can’t have these technologies to assist us on these tasks. Advanced assisted editing tasks are the topic of today’s blog post. One of the strengths…

  juancavallotti

  June 25, 2023

  Machine Learning, Software Engineering, Technology

  editor, framework overview, gpt, Machine Learning, nextjs, nlp, openai, reactjs, recipes, sample work, tailwindcss

• 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