🚀 AI Developer | Mechatronics Engineer | ML Enthusiast | Python Learner
🎯 Building modular AI agents that bring automation, context, and intelligence to any domain
I`m a tech-savvy, solution-driven mechatronics engineer and AI innovator with 30+ years of coding experience.
My passion lies in developing Model Context Protocols (MCPs) and modular Language Model Modules (LMMs), smart agents that can interface with applications, data, and humans via natural language.
I specialize in building bridges between traditional control logic and modern AI models. Whether it`s optimizing heat pump behavior, parsing vCards into Power Apps, or simulating EV charging times, I enjoy solving complex problems with elegant, modular design.
My goal is to enable AI to act meaningfully in any domain where digital logic and automation can improve decision making, comfort, or sustainability.
I`m also currently prototyping assistant agents that learn from context, adapt to changing inputs, and provide transparent support across industries, from smart buildings and energy to transportation and knowledge work.
| Project | Description | Tech |
|---|---|---|
| ThermoAI | Core project simulating intelligent heat pump control with AI and rule-based logic | Dash Pandas CSV Plotly |
| ThermoPilot | Adaptive controller that learns to optimize indoor climate over time 1 2 | Supervised ML CSV Time Series |
| TLaRM | Generates a full year of simulation data for model training 1 | DataGen Pandas CSV |
| ThermoAdapt | Reinforcement learning with dual reward (comfort + electricity prices) | Q-Learning Custom Reward Weather |
| ThermoChain | Concept project using blockchain principles | Token Logic Smart Contracts Simulation |
| SmartSaverBot | Moderation & assistant bot for interactive budgeting tool, gain a clear overview of their annual finances | Python Dash Pandas Plotly CSV LLM Finance |
| EV-Calculator | Visual battery range and charging time simulator for electric vehicles | Dash Plotly Slider (kWh cap) Real-time Update |
| ML-ModelCreator | GUI to train and compare ML models on simulated energy data | TensorFlow PyTorch Dash |
| LCC-Calculator | Life Cycle Cost calculator for comparing energy investments | Python Finance Dash |
| My AI CV Gateway | Chatt with my CV in Swedish, English, German or Danish | Personal |
"Technology is best when it brings people together, and smarter when it learns from them."
If youre building something with AI, energy optimization, digital twins, LMM, or just clean Python projects ... lets talk!