PCB design: end-to-end development from schematic capture through layout, including ERC/DRC validation, design reviews, and Gerber file generation.
IoT API – Dual-Channel ADC Time-Series Plot & RMS Meter
IoT prototype breadboard mockup
Firmware and connected device development for sensor nodes, test equipment, and edge products, combined with electronics engineering across embedded
systems, IoT, circuit design, PCB development, and instrumentation.
The focus is on practical design, rapid prototyping, validation, and clear technical documentation, with close integration between hardware and software.
Sub Bottom Profiler (SBP) Editor, part of a batch SBP editing application, for editing text header and trace headers as well as visualizing and navigating trace graph and values
Real-Time Automated Hydrographical Seabed Survey Processing with JK and Eiva
Data Portal - File browsing with upload and download support, including viewers for various file formats.
Design and implementation of software systems — automation tools, real-time data services, desktop utilities, and web services—using Python, C#, C/C++, and JavaScript.
An automated side scanning sonar processing pipeline comprising signal normalization, bottom tracking, georeferencing, and mosaicking, followed by AI-based detection
, positioning, and sizing of boulders and polygon delineation of high-density boulder areas in a difficult sand dune terrain.
An end-to-end seismic node reporting system that integrates live sensor data, AI-driven image classification, and one-click generation of standardized node reports.
Custom machine-learning workflows for quality control, detection, categorization,
dimensioning, process optimization etc.
Data Portal - WMS Viewer - providing an overview of the projects accessible to the user.
Data Portal - WMS Viewer - with file tree and contextual menus for layer management and file download.
Data Portal - File browsing with upload and download support, including viewers for various file formats.
Data Portal - Point Cloud Viewer.
Data Portal - Sub-Bottom Profiler (SBP) data viewer supporting SEG-Y files, including trace visualization, seismic sections, waveform inspection, and detailed text, binary, and trace header analysis.
Design and implementation of real-time and batch data-processing pipelines for offshore and onshore
survey operations, including onboard hydrographic data processing, multi-sensor integration and
WMS-based project data portals with advanced visualization.
Real-time and batch pipelines for survey data
GIS and WMS integration (QGIS, MapServer, PostGIS etc.)
Automated quality control, go/no-go indicators and serving workflows
Projects are typically structured around a clearly defined technical scope,
with agreed deliverables, milestones, and validation criteria.
Work can be carried out as targeted engineering support, development of
specific components or systems, or contribution to existing teams and pipelines.
Deliverables include working systems, source code, design files, and
technical documentation appropriate for maintenance and further development.
