6 min read
How I Revamped My Portfolio Website in 5 Nights Using AI Agents
How I revamped my portfolio website, fmind.dev, in five nights using AI agents: preparing the agent, steering it, the result, and my key takeaways.
- Coding
- Demo
Writing
Articles
Pragmatic field notes on AI agents, MLOps, cloud architecture, and engineering systems.
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2026
2025
4 min read
Vibe Youtubing with NotebookLM: The MLOps Coding Course Gets a Video Upgrade in Under 48 Hours
I launched the first video series of my MLOps Coding Course, covering the introduction and the entire first chapter, made with NotebookLM in under 48 hours.
- LLM
- Demo
8 min read
Happy Birthday XP: Celebrating Gemini Deep Think (and My Daughter’s 6th Birthday)
A father tests Gemini AI’s coding skills to create a magical birthday for his 6-year-old. See the staggering results from Deep Think!
- LLM
- Demo
8 min read
Slides-To-Translate: When IT Says No, Build a $0.04 Solution on Your Lunch Break
It is a classic tale of corporate life. A colleague of mine at Decathlon had a mammoth task: translate a 155-slide presentation into several languages.
- LLM
- Demo
6 min read
It’s Not Artificial: Recreating a Conversational Format with Gemini’s Multi-Speaker Text to Speech
A guide to creating conversational AI with Gemini. Generate custom educational audio with multiple voices using a simple Python script.
- LLM
- Demo
9 min read
Hackathon Speedrun: Build & Deploy a RAG App in Minutes with Vertex AI Studio & Vertex AI Search!
Build & deploy a RAG app in minutes! Use Vertex AI Studio & Vertex AI Search for a rapid hackathon win. Ground LLMs with your data.
- RAG
- Cloud
- Demo
4 min read
Meet Kate: Your AI-Powered, Live Multimodal Website Assistant 🤖
Meet Kate: an AI-powered, live, multimodal website assistant. She uses voice, understands your needs, and retrieves info from a website.
- Agent
- Demo
7 min read
Lessons Learned from the Gemini Long Context Kaggle Competition 🧠
Explored Gemini’s long context in a Kaggle competition. Key lessons learned about its potential and limitations.
- LLM
- Demo
2023
10 min read
Forging a Personal Chatbot with OpenAI API, Chroma DB, HuggingFace Spaces, and Gradio 🔥
How I built a chatbot that answers questions about my resume with the OpenAI API, Chroma DB, HuggingFace Spaces, and Gradio, and what I learned along the way.
- LLM
- RAG
- Demo
14 min read
Fixing the MLOps Survey on LLMs with ChatGPT API: Lessons Learned
How I used the ChatGPT API to standardize the open-ended answers of the MLOps Community survey on LLMs in production, and the lessons I learned.
- LLM
- MLOps
- Demo