Tag: language processing

• Building and Securing Publicly Facing AI Agents

  

  A CV is compressed text. It is easy to skim, easy to misread, and hard to validate. So instead of publishing my background as static pages, I built a public, live AI agent on top of my Notion database. The goal is simple: don’t just read my CV. Interact with it. Ask questions in your…

  juancavallotti

  February 27, 2026

  Machine Learning, Software Engineering, Technology

  agentic architecture, agents, ai, architecture, artificial-intelligence, experience, language processing, llm, nlp, personal growth, reference architecture, Software Engineering, Technology

• 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