Portfolio

Method first, references only where they can be shared safely.

K-PARD is presented here as an engineering proof. Sensitive client, institution and product details are not invented or exposed.

K-PARD

K-PARD — Computer vision and autonomous tracking system

K-PARD is an engineering project that combines computer vision, real-time object tracking and electromechanical control inside one system. It processes camera input, tracks objects in the scene, controls a positioning mechanism through a low-latency decision loop and gives the operator traceable status information.

Local computer vision pipeline
Real-time tracking and decision loop
Pan/tilt mechanism control
Motor, sensor and software integration
Operator panel with event/status tracking
Physical system integration with embedded/edge hardware

PythonOpenCVYOLODeepSORTasync processingmotor controlembedded integrationdashboard UI

Vision telemetry field Live / review

Event log17

Track stateStable

NoiseFiltered

Anonymous technical projects

Field-oriented technical system examples.

Field Control System

Problem: A rugged controller was needed to collect sensor data in an outdoor or semi-outdoor environment, drive relays, motors and lights through local decisions, and expose traceable status information to an operator.
Solution: An ESP32/Raspberry Pi class control layer, digital and analog I/O, relay and motor driver integration, wired/wireless communication, event logging, status panel and field enclosure approach were handled together. The path from dev-board prototype to a cleaner product architecture was mapped.
Result: The work defined a modular field-testable prototype approach, connection architecture, software flow, mounting plan and technical revision list for productization.

Wireless Training Target System

Problem: Multiple target panels needed to be positioned without long cable runs, report event and status data to a central interface, and remain quick to set up and service in the field.
Solution: Low-power wireless communication, panel electronics, sensor-based event detection, battery power, status LEDs, a central control interface and a 3D printed prototype body approach were designed as one system.
Result: The outcome is a technical development frame with reduced cabling, a modular panel architecture and a clearer direction for a serviceable physical package.

Portfolio

Method before reference.

Every project starts with the same question: how will this system behave in the real environment? At Alterra, the goal is not just to show a prototype; it is to design electronics, software, mechanics and field conditions together into a practical system.

We translate the problem into technical requirements.
We treat electronics, software and mechanical design together.
We validate critical risks with prototypes or simulation.
We account for field conditions from the start.
We plan the path from development board to product-level hardware.
We organize source code, design files and technical documentation for handover.