Services Hukari Consulting

From a need
to an implementation.

Software development, prototypes and photography. Together we agree on what is needed, how the result will be used and what success looks like.

01

Software & web tools

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.

  • Internal tools and data interfaces
  • APIs and connections between systems
  • Clear, fast-loading websites

The outcome A focused implementation, understandable source code and a clear handover.

PythonJavaScriptHTML / CSSSQL / SQLite
02

Applied AI & computer vision

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.

  • Image and OCR data processing
  • Comparing methods using your own data
  • Connecting a model to a useful workflow

The outcome An evaluated experiment, explicit limitations and an informed next step.

PyTorchOpenCVNumPyPython
03

Automation & data workflows

Less repetitive work. More visibility.

Processing pipelines for files, measurements and datasets. Individual steps become a repeatable workflow that can be inspected and maintained.

  • Batch processing of files and datasets
  • Data cleaning, integration and reporting
  • Measurement logging and browser dashboards

The outcome A repeatable workflow, error handling and operating instructions.

PythonPandasSQLiteMQTT
04

Robotics & embedded prototypes

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.

  • Sensor integration and data acquisition
  • Local telemetry and control interfaces
  • Simulation and computer-vision experiments for robotics

The outcome A scoped prototype, documented tests and clearly identified further work.

ESP32Raspberry PiMQTTMuJoCo
05

Parametric CAD & 3D printing

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.

  • Parametric parts and adapters
  • Browser-based model configuration
  • STL export and prototype iteration

The outcome An editable model and an explicitly scoped printing and fit trial.

OpenCascadeManifoldThree.jsWebAssembly
06

Photography

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.

  • Event and sports photography
  • Images for websites and communications
  • Image selection and editing

The outcome A selected, edited set of photographs in agreed file formats. Image count, delivery schedule and usage rights are agreed in advance.

PhotographyPhoto editing
View my photography

Define the work first.

Before starting, clarify the goal, available information and practical constraints. Agree on the deliverables, delivery method, usage rights and responsibilities for further work.

Describe your starting point

The next step

What would you like to make work?

Tell me about the situation and what needs to change. Let’s see how I can help.

Start a conversation