AI & Machine Learning Services for Speers Point 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 Speers Point 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 Speers Point 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 Speers Point 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 multifaceted engineering and product development company based in Speers Point, New South Wales, Australia, COLETEK has been serving businesses across the region since 2001. Our nationally recognized organization is dedicated to providing top-quality solutions that drive innovation and growth. With years of experience, we've honed our expertise in multidisciplinary engineering, helping local entrepreneurs and established companies alike overcome challenges and achieve their goals. Whether you're a start-up looking for cutting-edge product development or an established player seeking reliability and collaboration, COLETEK has the capability to deliver results that exceed your expectations. Operating throughout Speers Point, New South Wales, Australia, our experts are committed to understanding the unique needs of local businesses like yours. We've worked with companies from various industries, providing tailored support for strategic growth and development. By leveraging our trusted national reputation, we bring a depth of knowledge and expertise that's unparalleled in our region. At COLETEK, we pride ourselves on building strong relationships with local business owners and decision-makers. Our passion is to help you overcome the obstacles that stand between your vision and reality. From concept design to production and implementation, our multidisciplinary teams work together seamlessly to ensure that your solutions are reliable, efficient, and effective. When you choose COLETEK as your partner in Speers Point, New South Wales, Australia, you can count on: * Collaborative engineering expertise * Innovative product development capabilities * Reliable implementation and support By joining forces with COLETEK, you gain access to a wealth of knowledge, experience, and resources that will drive your business forward. Let's build something remarkable together.