Developing industrial control, PLC handling, monitoring, and operational software. Independently responsible for research, architecture, implementation, and validation of applied computer-vision solutions and their training infrastructure.
Real-time .NET edge applications for detection, tracking, counting, classification, and operator controls.
Traceable model releases
Model deployment checks using versioned manifests, provenance records, and SHA-256 integrity validation.
.NET 10ASP.NET CoreONNX RuntimePyTorchYOLOXSQL
Software Developer
Developed and maintained a desktop application for the aquaculture industry, working across backend logic, data handling, and user interface improvements.
More responsive operations
Refactored legacy code and improved data-heavy operations through debugging and parallelization.
Interfaces for daily work
Built WinForms modules with DevExpress components, reporting, and data visualization.
Reliable business data
Supported accurate transaction processing and reporting in local and thin-client environments.
C# / .NETWinFormsDevExpress
OPEN SOURCE / BUILD LOG
Code in the open.
My GitHub profile tracks the experiments, coding challenges, and product prototypes behind the professional work.
.NET 10
ONNX Runtime
PyTorch
YOLOX
SQL
DevExpress