AI & Machine Learning Services for Rockton 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 Rockton 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 Rockton 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 Rockton 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 proud contributor to the regional economy of Rockton, New South Wales, Australia, we at COLETEK are dedicated to empowering local businesses to thrive. With our multidisciplinary team of experienced engineers and product developers established in 2001, we've built a reputation as trusted partners for companies across Rockton and beyond. Our commitment to innovation and reliability enables us to support businesses like yours, helping you overcome the unique challenges facing your industry. Whether you're looking to optimize operations, enhance customer experiences, or drive growth through technological advancements, COLETEK is here to help. Our expertise spans a wide range of areas, from product design and development to engineering and manufacturing solutions. What sets us apart? It's our passion for collaboration and capability-building. We understand that every business has its unique strengths and weaknesses, which is why we take the time to listen carefully to your needs and ambitions. By working together, we can identify opportunities for improvement, develop tailored strategies, and deliver pragmatic solutions that drive real results. As a company genuinely committed to supporting businesses in Rockton, New South Wales, Australia, we've earned a reputation as a reliable partner that truly understands the local landscape. Whether you're based in Rockton or operating throughout our great nation, know that you can count on us to provide expert guidance and support every step of the way. So why choose COLETEK for your project? Because we're a multidisciplinary Australian engineering and product development company with a national reputation built on trust, expertise, and reliability. We operate throughout Australia, including serving businesses across Rockton, New South Wales, Australia. Let us put our skills to work for you, helping you achieve your goals through innovative engineering and product development solutions.