Category: Machine Learning

• 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

• Building Self-Hosted AI: Connect 4 Game Insights

  

  The author has created a Lab section on their website to share technology experiments, including a self-hosted Connect 4 game featuring AI. The game allows human players to compete, providing data for improving the AI. Utilizing Google Cloud tools, they established a reliable deployment architecture that captures realistic gameplay and enhances machine learning model training.

  juancavallotti

  October 20, 2025

  Machine Learning, Software Engineering, Technology

  ai, artificial-intelligence, Machine Learning, personal growth, Software Engineering, Technology, writing

• 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