AI & Machine Learning Services for Toormina 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 Toormina 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 Toormina 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 Toormina 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 the heart of Australia's thriving regions lies a community that thrives on innovation and collaboration – Toormina, New South Wales, Australia. This remarkable town is where we, COLETEK, proudly call home base for our multidisciplinary engineering and product development endeavors. For nearly two decades, COLETEK has earned its reputation as the trusted partner for businesses seeking tailored solutions across various sectors. Founded in 2001, our company has consistently demonstrated its commitment to innovation, reliability, and capability, empowering clients to overcome challenges and drive growth. As we continue to expand our influence nationwide, we're proud of the lasting impact we've made on the communities we serve. At COLETEK, we understand that no two businesses are alike, which is why our focus lies in crafting bespoke answers that address the distinct needs of each client. By collaborating with our team, you'll gain access to a collective wealth of knowledge and expertise gathered from years of working alongside businesses in Toormina, New South Wales, Australia, as well as countless other towns and cities throughout this sun-kissed land. Our multidisciplinary approach allows us to seamlessly integrate technological advancements into creative solutions tailored specifically for your business. This synergy enables us to tackle complex challenges with conviction and creativity. When you partner with COLETEK, rest assured that our collective expertise will be leveraged to drive positive change in your organization. By serving businesses across Toormina, New South Wales, Australia, we're not just meeting their needs; we're empowering them to achieve remarkable success stories. Our reputation as a reliable and trusted solution provider is built on the strength of these partnerships, strengthened by our unwavering commitment to quality assurance. Take that crucial first step towards building a more resilient, innovative organization with COLETEK at your side. As you navigate an ever-changing business landscape in Toormina, New South Wales, Australia, we'll be honored to join forces with you, leveraging our nation-wide presence and expertise to ensure your triumphs.