Santeri Hukari Tampere, Finland
I build software, automation and prototypes for practical needs. I also offer event and sports photography and imagery for websites and communications.
One person. A direct conversation. Clearly scoped work.
DIGITAL + PHYSICAL
A useful implementation connects the task, the data and the technology. Work can start with a script, a focused experiment or an idea that needs its first prototype.
How I can help
A clear interface for a tool you actually need.
Browser tools, focused web services and connections between existing systems. The starting point is the user’s task and a system that works as a whole.
Find out what works with your particular data.
Image and signal processing, recognition and machine-learning experiments. Data quality, evaluation and practical limits belong in the same work as the model itself.
Less repetitive work. More visibility.
Processing pipelines for files, measurements and datasets. Individual steps become a repeatable workflow that can be inspected and maintained.
From a sensor to software, from a measurement to an interface.
Connecting sensors, microcontrollers and software, alongside experimental robotics work. A prototype can test an operating principle before a larger implementation.
From dimensions to an adaptable model.
Geometry defined in code, models that adapt to dimensions and printable prototypes. A browser interface can also make a model’s parameters accessible.
Events, sports and imagery for communications.
Event and sports photography, plus imagery for websites and communications. We agree on the setting, visual style and intended use before the shoot.
Through building
Selected personal projects showing how I connect software, data and the physical world.
Geometry × web tooling
A browser interface for changing model dimensions, inspecting geometry and exporting parts for 3D printing. The implementations combine JavaScript, WebAssembly and existing CAD libraries.
Personal project · experimental models
Sensors × data × interface
A personal system connecting ESP32 and ESP8266 nodes, Raspberry Pi services, MQTT messaging and browser dashboards. Uses include force measurement and environmental monitoring.
Personal implementation · ongoing development
Working together
You don’t need to choose the technology first. The goal and the current situation are enough to start a conversation.
What needs to happen, for whom and under which constraints? Define the first useful piece of work.
Try the uncertain part early. Agree on the evidence needed to decide what comes next.
Bring together the implementation, tests and documentation so the result can be used and developed further.
The next step
Tell me about the situation and what needs to change. Let’s see how I can help.