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02 — Experiments

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01 Mestari

A personal AI agent I'm building. It keeps track of my notes, tasks, and the ideas I'd otherwise forget by lunchtime.

LLMsAgentsPython
02 Homebrew Model

My first go at fine-tuning a model from an open-weight base. So far it's mostly been datasets, GPU bills, and finding out what not to do.

Fine-tuningLLMsPyTorch
03 Red Team Notes

Poking at LLMs to see how they break. Prompt injection, jailbreaks, and the soft spots where the guardrails quietly give up.

AI SecurityRed TeamingPrompt Injection
04 This Site

This one. Hand-built, no framework, boots like an old PC, and comes with a cat that refuses to sit still.

JavaScriptViteCSS

Design & Implementation by Joonas Ahosilta

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