Marine sensor systems

We specialize in underwater sensor data analysis, high-performance processing, and the development of propagation models for complex environments.

AI and machine learning

Specializing in AI-driven solutions for complex tasks like anomaly detection and signal classification, we enhance decision-making and operational efficiencies.

Analysis and optimization

We possess a deep mathematical understanding and have made significant contributions to the field of optimization research for over 15 years.

Image Recognition and Tracking

Through the implementation of a Multiple Hypothesis Tracking technique, we have achieved proficient and resilient object tracking within complex environments over prolonged durations of time.

Insights from Anonymized Cellphone Data

We developed an algorithm leveraging extensive sets of anonymized cellphone data to derive valuable insights, such as commuting patterns.

Failure Root Cause Analysis

We developed an algorithm capable of discerning root causes for costly production issues from sensor data within the factory environment, yielding favorable outcomes.

Capacity Utilization from Bogie Data

We've effectively deployed proof-of-concept models adept at accurately calculating passenger counts for each charter. These models harness data sourced from bogie suspension systems.

Real Time Sensor Data Integration with Kafka

We possess extensive expertise in Apache Kafka, which we have effectively employed in numerous instances to develop low-latency and high-throughput sensor data systems.

Minimization of Energy Cost

We collaborated with an energy supplier to create a cost-effective trading algorithm. By analyzing historical data and leveraging open data sources, we achieved promising cost reductions. 

Secure & High-Performance Measurement Software

We designed, implemented, and rigorously tested software tailored for a multifaceted measurement system integrating diverse data sources. Operating within an environment of stringent security requirements, our solution meets the demands for exceptional performance and accuracy.

Validation and Verification System for Autonomous Heavy Vehicles

Extensive experience in designing validation and verification systems that rigorously evaluate AI models related to driver, vision, and location for autonomous heavy vehicles. This expertise ensures the reliability and accuracy necessary for high-stakes operational environments.

High-Performance 3D Simulation System for Autonomous Driving

Dedicated experience in developing high-performance, faster-than-real-time 3D simulation systems tailored for autonomous driving applications. These systems are designed to train and test driver models, supporting thousands of concurrent drives. Integration with both Hardware-in-the-Loop (HIL) and Software-in-the-Loop (SIL) models further enhances their capability, ensuring comprehensive validation and testing under simulated conditions.