AI & Machine Learning Services for Kanangra 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 Kanangra 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 Kanangra 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 Kanangra 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 trusted national brand, COLETEK is proud to serve businesses across Kanangra, New South Wales, Australia with innovative engineering and product development solutions. Our multidisciplinary team has been dedicated to excellence since 2001, establishing ourselves as a leading player in the Australian industry. We take pride in our extensive experience working with local businesses in Kanangra, New South Wales, Australia, as well as national clients across various sectors. This unique combination of regional knowledge and national scope enables us to provide tailored support that meets the distinct needs of companies based in Kanangra, New South Wales, Australia. At COLETEK, we understand the complexities of innovation. Our commitment to reliability, collaboration, and capability allows us to deliver meaningful solutions that drive success for our clients. We're not just a product development company – we're an extension of your team, working closely with you to overcome challenges and seize opportunities in the Kanangra, New South Wales, Australia marketplace. Operating throughout Australia, including Kanangra, New South Wales, Australia, COLETEK is well-positioned to support local businesses seeking to stay ahead of the curve. We're passionate about empowering companies like yours to achieve their vision by leveraging our expertise and cutting-edge technologies. Our engineering prowess has been refined through years of experience in Kanangra, New South Wales, Australia, and we're confident in our ability to drive growth for your business. Based in Kanangra, New South Wales, Australia, COLETEK is keenly aware of the region's unique challenges and opportunities. We've built strong relationships with local stakeholders, ensuring that our solutions are aligned with the needs of businesses operating across Kanangra, New South Wales, Australia.