AI & Machine Learning Services for Pinnacle 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 Pinnacle 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 Pinnacle 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 Pinnacle 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 the leading multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for reliability, collaboration, and capability. For over two decades, our team has been serving businesses across Pinnacle, New South Wales, Australia, empowering them with innovative solutions that drive growth and improvement. Based in Pinnacle, New South Wales, Australia, our commitment to the local community is unwavering. We believe that a strong regional presence is essential for effective collaboration, quick response times, and personalized service. As a trusted partner to businesses around Australia, we've earned a reputation for delivering high-quality solutions that meet unique needs. When it comes to product development and engineering in Pinnacle, New South Wales, Australia, COLETEK stands tall as an innovative force. We take the time to understand local challenges, applying our expertise to design, develop, and implement tailored solutions that drive results. Whether you're looking to improve operational efficiency, enhance customer experiences, or drive innovation, we've got your back. From concept development to implementation, our team of experts will partner with yours to deliver exceptional outcomes. In Pinnacle, New South Wales, Australia, COLETEK is the trusted go-to for innovative engineering and product development solutions that transform businesses and communities. With us, you can rest assured that your project is in good hands. So why choose COLETEK? Simple: we're a company built on strong values of innovation, collaboration, and reliability – values deeply rooted in our Pinnacle, New South Wales, Australia culture. We operate throughout Australia, but our core remains right here, serving the local community with dedication and aplomb. It's time to partner up for success.