IstanbulI work on software and AI. This is where I share my open-source projects, experiments and things I learn.
Personal projects that bring these skills together.
01 / Local intelligence
Jazari is my Turkish model adaptation; ailm puts local AI to use in Linux monitoring.
Explore the projectPublished model & open-source tool
Small experiments, clear goals and checking what the code actually does.
All notes →Tools and topics I explore through these projects.
Adapt small models to Turkish, evaluate their outputs and connect them to applications that run locally.
Python · Fine-tuning · Ollama · Evaluation
Turkish model & Linux monitorGive assistants access to relevant knowledge and tools through APIs, retrieval and MCP integrations.
RAG · MCP · APIs · TypeScript
Knowledge-based assistantTurn an idea into a usable web interface, with responsive layouts and thoughtful interactions.
React · Next.js · TypeScript · CSS
Interactive web design experimentWrite scripts, query data and build monitoring tools that help make sense of what a system is doing.
Python · SQL · SQLite · Linux
Open-source monitoring toolDifferent interests, small experiments and public source code.
Treliq
GİB MCP
pi-power-guard
Vandora
MR Triage Agent
About / Mahsum Aktaş
I’m a self-taught builder based in Istanbul. I like understanding how things work, trying a small version and improving it step by step. My interests connect software, language models and the hardware they run on. I use AI coding tools throughout development, and share what I build and learn through open source.
I start by understanding the problem.
I try a small version and check what works.
I share the code and what I learned.
Automated daily AI industry scan
You can email me about a project, a question or something you’d like to share.
mahsum@mahsumaktas.com