Applied AI Engineering Notes
Practical notes on building AI systems: multimodal models, LLM pipelines, prompt engineering, and real-world deployment.
Focused on experiments, architecture, and production lessons.
LLM as a secretary
LLMs are good at understanding natural language, so a simple idea came up: why not use one as a secretary?
08 Jan 2026Dialogue with an LLM as a Tree, Not a Linear Chat
Most LLM interfaces still represent conversations as linear chat logs, which works for short exchanges but quickly breaks down in complex or branching discussions. This article explores an alternative approach — representing dialogue as a tree — and
01 Dec 2025AI birds detection app
Applying a computer vision model to bird recognition at a feeder
08 Dec 2025Recognizing Imaginary Creatures
How I Started Recognizing Imaginary Creatures: My First Local ML Prototype
15 Dec 2025Running Mistral Vibe with local models
I experimented with Mistral Vibe and locally hosted models, and I’m sharing practical insights from this setup.