AI & Machine Learning Services for Charbon 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 Charbon 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 Charbon 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 Charbon 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.

As a trusted national player in the engineering and product development landscape, COLETEK has established itself as a reliable partner for businesses across Charbon, New South Wales, Australia. With our multidisciplinary team of experts, we bring together the skills and knowledge to deliver innovative solutions that meet the unique needs of your organization.

Operating throughout Australia, including in Charbon, New South Wales, Australia, COLETEK has been serving businesses for over two decades. Our extensive experience has equipped us with the capability to handle complex projects across various industries. We take pride in collaboration and strive to build long-term relationships with our clients, offering tailored support that maximizes their success.

Our reputation as a reliable partner stems from our commitment to delivering high-quality products and engineering solutions that meet the evolving needs of businesses in Charbon, New South Wales, Australia. Whether you're looking for innovative product development or engineering expertise, we're well-positioned to provide the necessary support to drive your organization forward.

We operate at the forefront of technological advancements, ensuring that our clients have access to cutting-edge solutions and expert knowledge. Based in Charbon, New South Wales, Australia, COLETEK serves businesses large and small, providing customized approaches to meet specific needs.

By partnering with COLETEK, you can trust that your project will be handled by a team of professionals who understand the importance of reliability, collaboration, and capability. Our commitment to delivering exceptional results has earned us a trusted reputation across Australia, including in Charbon, New South Wales, Australia.