Creative Lab

Turn
Imagination
into Reality

Embedded control systems & AI solutions for
Automotive · Heavy Duty · Drone · System Modeling

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Years of Experience
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Projects Delivered
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Core Domains
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% Software-Defined

Our Services

From control algorithm design to AI-powered edge deployment — end-to-end engineering solutions.

Automotive Embedded Control

AUTOSAR-compliant ECU software development, chassis control algorithms, and functional safety (ISO 26262) for passenger vehicles and commercial platforms.

  • AUTOSAR
  • ISO 26262
  • CAN/LIN

Heavy Duty Systems

Robust embedded control for construction machinery, industrial vehicles, and off-highway equipment — engineered for extreme operating conditions.

  • J1939
  • Hydraulic Control
  • Powertrain

Drone & UAV Control

Flight controller firmware, sensor fusion algorithms (IMU, GPS, Lidar), and autonomous navigation systems for multi-rotor and fixed-wing platforms.

  • Flight Controller
  • Sensor Fusion
  • MAVLink

System Modeling & Simulation

Multi-body dynamics, co-simulation frameworks (Adams, Simulink, Python), and virtual prototyping to accelerate development and reduce physical testing.

  • Adams/CAR
  • Simulink
  • Co-Simulation

On-Device AI Solutions

Edge AI deployment on microcontrollers and embedded Linux — model compression, quantization, and real-time inference for resource-constrained hardware.

  • TinyML
  • ONNX / TFLite
  • MCU Inference

Have a unique challenge?

Let's engineer it together.

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A Creative Lab
for Deep Tech

Marknext bridges the gap between academic rigor and industrial application. We are engineers and scientists who believe that the most complex systems can be tamed through elegant algorithms and disciplined engineering.

Our team brings hands-on experience in OEM-level automotive development, high-performance embedded systems, and cutting-edge AI research — combined into a lean, creative studio model.

Research-driven Algorithm design grounded in physics and mathematics
Production-ready From prototype to verified, deployable code
Domain-expert Deep vertical knowledge across mobility sectors
Domain Focus
Automotive Heavy Duty Drone / UAV On-Device AI
Tech Stack
C / C++ MATLAB / Python AUTOSAR ONNX / TFLite
Standards
ISO 26262 DO-178C IEC 61508

Selected Projects

A snapshot of the challenges we've engineered solutions for.

Automotive

Coil Spring Digital Twin

3D parametric spring design tool with IGES/STEP export for Adams multi-body simulation. Real-time 3D visualization via HTML5 Canvas.

System Modeling3D RenderingCAE Export
Embedded AI

MCU Inference Engine

On-device neural network runtime for ARM Cortex-M4, achieving real-time anomaly detection within 8KB RAM constraints.

TinyMLARM Cortex-MC Runtime
Drone

UAV Sensor Fusion

Extended Kalman Filter for attitude estimation fusing IMU, GPS, and barometer data. Deployed on custom flight controller hardware.

EKFRTOSSensor Fusion
Heavy Duty

Hydraulic Control System

Adaptive pressure control algorithm for construction machinery, reducing energy consumption by 18% via model-predictive control.

MPCJ1939Hydraulics

Ready to build
something great?

Whether you have a defined project scope or just an idea — we'd love to hear about your challenge.

Korea · Remote worldwide

We typically respond within 1–2 business days.