AI & Machine Learning Services for Maclean 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 Maclean 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 Maclean 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 Maclean 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.

For businesses in Maclean, New South Wales, Australia seeking innovative solutions to drive growth and stay ahead of the competition, COLETEK is a trusted partner. With over 20 years of multidisciplinary engineering and product development expertise, our team has established itself as a national leader in delivering cutting-edge solutions that meet the unique needs of local and national clients. As a company founded in 2001, we've consistently demonstrated our commitment to serving businesses across Maclean, New South Wales, Australia by offering tailored support that empowers innovation. Our reputation for reliability, collaboration, and capability has made us a go-to partner for companies looking to drive meaningful change and expansion. By leveraging the strengths of local talent and combining them with the insights and expertise gained from working with clients throughout Australia, COLETEK provides an unparalleled level of understanding and customization. This unique approach enables us to develop solutions that not only meet but exceed expectations – ultimately driving real value for our clients in Maclean and beyond. When working with you, we take a collaborative approach, drawing on the collective knowledge and skills within our team to deliver high-quality results that align with your goals. Our multidisciplinary background means we can seamlessly integrate diverse perspectives and expertise into your project, providing a comprehensive solution that addresses your needs from concept to delivery. To date, our dedication to serving businesses in Maclean, New South Wales, Australia has earned us a solid reputation for consistently delivering exceptional results. We're proud of the relationships we've built with local companies who value our commitment to their growth. With COLETEK as your partner, you can rest assured that you'll receive trusted guidance and support every step of the way – allowing you to focus on what matters most: growing your business.