AI & Machine Learning Services for Kundabung 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 Kundabung 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 Kundabung 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 Kundabung 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.

Cooperating with local businesses is at the heart of our operations at COLETEK. We're glad to be serving companies across Kundabung, New South Wales, Australia, and throughout the nation. With over two decades of experience as a multidisciplinary Australian engineering and product development company, established in 2001, we've built a reputation as a trusted partner for businesses seeking innovative solutions. Our expertise lies in understanding the specific needs of local industries and providing tailored support to meet their challenges head-on. Based in Kundabung, New South Wales, Australia, our team operates throughout the region, working closely with clients to find the best possible answers. From initial consultation through to project delivery, we foster collaboration, leveraging our capabilities in engineering, development, and more. Our commitment to reliability and capability has earned us a national reputation for providing high-calibre solutions that exceed client expectations. We're proud of this track record and constantly strive to improve it by investing in the latest technologies and innovations. In Kundabung, New South Wales, Australia, local businesses can count on our expertise, innovation, and dedication to delivering outstanding results. Whether you're looking for a trusted partner to help overcome market challenges or seeking fresh perspectives to propel your growth strategy forward, we've got you covered. We take the time to understand your unique needs, then collaborate with you to develop customised solutions that drive success. As a true partner for businesses in Kundabung, New South Wales, Australia, COLETEK is the perfect choice for those seeking innovative engineering and product development expertise. Join forces with us, and let's build something remarkable together.