AI & Machine Learning Services for Goulburn 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 Goulburn 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 Goulburn 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 Goulburn 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Goulburn, New South Wales, Australia. Our teams have worked tirelessly to develop innovative solutions that exceed our clients' expectations, fostering long-term relationships with businesses of all sizes. With offices operating throughout Australia, including right here in Goulburn, we're committed to supporting local industries and helping them thrive. With deep roots in the region, we've developed a profound understanding of the unique challenges and opportunities facing businesses in Goulburn, New South Wales, Australia. Our experienced engineers and project managers have worked with clients from various sectors, providing tailored support that addresses their specific needs. Whether you're looking to boost operational efficiency, streamline processes, or develop new products, COLETEK is here to help. As a trusted partner for businesses across Goulburn, New South Wales, Australia, we pride ourselves on our reliability, collaboration, and capability. Our focus on engineering and product development sets us apart from other providers, allowing us to bring a unique perspective to problem-solving. By leveraging cutting-edge technologies and years of collective experience, our teams deliver results that exceed expectations. When you partner with COLETEK, you can expect: * Proven track record of delivering high-quality solutions on time and within budget * Collaborative approach, working closely with your team to understand your needs * Innovative problem-solving, leveraging our multidisciplinary expertise to find creative solutions Whether you're based in Goulburn, New South Wales, Australia or operating throughout the country, COLETEK is here to support your growth and success. Let's build something remarkable together.