AI & Machine Learning Services for Cudgegong 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 Cudgegong 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 Cudgegong 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 Cudgegong 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.

Proudly based in Cudgegong, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. For over two decades, we've nurtured a reputation as a trusted partner for businesses across the nation, supporting innovators with the know-how to drive success. As the heartbeat of innovation in Cudgegong, New South Wales, Australia, COLETEK is uniquely positioned to bridge the gap between vision and reality. Our expertise lies not only in delivering high-quality solutions but also in fostering collaborative relationships that elevate your business. When partnering with us, you'll gain access to a wealth of knowledge, cutting-edge technology, and unwavering commitment. At COLETEK, we thrive on tackling complex challenges while driving efficiencies for businesses operating throughout Cudgegong, New South Wales, Australia, just as much as those expanding nationally or globally. Unencumbered by traditional thinking, our engineers and developers bring fresh perspectives to every project, leveraging the power of engineering to craft seamless product and manufacturing solutions that set you ahead in your market. What sets us apart? Our dedication to reliability, paired with the ability to listen attentively, understand intricacies, and collaborate closely. This synergy empowers us to deliver tailored solutions that exceed your expectations, aligning perfectly with our promise: 'Solving Your Tomorrow' today. Partnering with COLETEK means more than just receiving engineering services – it's about working together to achieve greatness, now and into the future, in Cudgegong, New South Wales, Australia. We're committed to empowering your business growth through innovative thinking, world-class expertise, and a passion for the Cudgegong community. Join forces with COLETEK today and chart a course that elevates your organization as we build something remarkable together – let the journey begin!