AI & Machine Learning Services for Matheson 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 Matheson 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 Matheson 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 Matheson 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.

At COLETEK, we're proud to be a trusted and innovative multidisciplinary engineering and product development company, established in 2001. With years of experience under our belt, we've developed a reputation for delivering reliable solutions that transform industries nationwide. Operating throughout Australia, including Matheson, New South Wales, Australia, we're dedicated to empowering local businesses with the capabilities they need to thrive. As a business owner or technical decision-maker based in Matheson, New South Wales, Australia, you understand the unique challenges and opportunities presented by your region. COLETEK is committed to supporting businesses like yours, helping them navigate the complexities of product development, engineering, and innovation. Our expertise extends from concept design to prototype testing and beyond, allowing us to collaborate with clients who demand the best. In the heartland of Australia, we recognize that Matheson's diverse industries require a tailored approach. That's why we take the time to understand our clients' specific needs, tailoring our services to meet their unique goals and objectives. Whether you're an established business or just starting out in Matheson, New South Wales, Australia, you can count on COLETEK to deliver results that exceed your expectations. Our team of experts is passionate about creating innovative solutions that drive growth, improve productivity, and enhance collaboration within the region. We believe in building strong relationships with our clients, providing ongoing support and guidance as their needs evolve over time. With COLETEK by your side, you can rest assured that your business will receive the attention it deserves. When it comes to delivering results that matter, Matheson, New South Wales, Australia businesses trust COLETEK. Our commitment to reliability, collaboration, and capability sets us apart from other engineering and product development companies. Let us help you build something remarkable in Matheson, New South Wales, Australia – get in touch with our team today!