A personal space by a senior software engineer — exploring local AI with full privacy, software engineering, hardware, IoT and embedded systems. Learning out loud, brainstorming ideas, and having honest technical discussions. No hype, no fluff.
Senior software engineer with 8+ years of experience, exploring cutting-edge technologies and building innovative AI solutions. This is a place to explore ideas, share what I learn, and think out loud about technology and how it shapes our future.
Running open-weight models on consumer hardware — what fits, what's fast, what's actually useful offline.
LLMs · Inference · OfflineWhy your data staying on your device matters — and how to build workflows where it never leaves.
On-device · No cloud · YoursESP32, Arduino, sensors and microcontrollers — small machines doing smart things.
TinyML · IoT · EmbeddedOpen-weight models on consumer hardware — quantization, offloading, what actually runs well.
Workflows where your data never leaves the machine. No cloud, no tracking, no lock-in.
C++ performance optimisation, systems thinking and the craft of writing code that's fast, clean and maintainable. Python and many more languages.
ESP32, Raspberry Pi, Arduino, sensors — the fun of making physical things smart.
Vision, voice and sensing on microcontrollers — AI where you need it.
Electronics, PCB, prototyping — the foundation of making things work.
Autonomous flows and connectivity.
Brainstorming, explainers and honest conversations about where tech is heading.
One hub for everything — video, code, community and contact. (Handles are placeholders — drop in your real usernames and they're live.)
Curious about local AI, privacy, hardware or good old software engineering? I'm always up for a discussion, a brainstorm, or a friendly exchange of ideas.
✉️ hello@winningfuturetech.com