AI & Machine Learning Services for Curban 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 Curban 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 Curban 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 Curban 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 businesses in Curban, New South Wales, Australia continue to drive innovation and growth, the need for reliable partners that can deliver tailored engineering solutions has never been more crucial. For over two decades, COLETEK has earned a reputation as a trusted multidisciplinary Australian engineering and product development company, dedicated to serving businesses across Curban, New South Wales, Australia and throughout the country. With a wealth of experience in various industries, our team of experts is well-equipped to tackle complex challenges and bring innovative ideas to life. By leveraging cutting-edge technology and collaborative approaches, we help organizations like yours overcome obstacles, optimize operations, and unlock new opportunities for success. Based in Curban, New South Wales, Australia, COLETEK operates throughout the region, working closely with local businesses to address their unique needs. At COLETEK, we understand that every business has its own distinct story and requirements. That's why we don't take a one-size-fits-all approach to engineering solutions. Instead, our team takes the time to thoroughly understand your goals, challenges, and aspirations before developing customized strategies tailored specifically to your organization. This commitment to collaboration and reliability has earned us a national reputation as a trusted partner for businesses seeking innovative engineering solutions. Whether your company is looking to streamline processes, develop new products, or improve operational efficiency, COLETEK's multidisciplinary team of engineers can help you achieve your objectives while minimizing risks and maximizing returns on investment. So why wait? As the premier engineering partner in Curban, New South Wales, Australia, give us a chance to serve your business needs.