AI & Machine Learning Services for Charleroi Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Charleroi or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Charleroi services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Charleroi or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

Proudly based in Charleroi, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, we've earned a national reputation for delivering reliable, collaborative, and cutting-edge solutions that empower local businesses to thrive. Our team of experts is dedicated to supporting the Charleroi community, where innovation and progress are valued. By choosing COLETEK, you're partnering with a trusted partner who understands the unique needs and challenges of Australian industries. Our in-depth knowledge of national regulations, market trends, and regional characteristics enables us to develop tailored solutions that address the specific requirements of businesses operating throughout Charleroi, Victoria, Australia. At COLETEK, we believe in fostering strong relationships through open communication, mutual understanding, and a shared vision for success. By working closely with your team, we'll leverage our expertise to identify challenges, devise creative solutions, and drive tangible results. Whether you're looking to enhance operational efficiency, streamline processes, or develop new products, our engineers and product development specialists will work tirelessly to ensure that your business objectives are met. Our commitment to reliability, collaboration, and capability has earned us a reputation as a trusted partner for businesses in Charleroi, Victoria, Australia, and across the nation. By leveraging our extensive experience, we'll help you overcome obstacles, seize opportunities, and stay ahead of the competition. Together, let's build something remarkable that will make a lasting impact on the Charleroi community.