AI & Machine Learning Services for Kangaroo Valley 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 Kangaroo Valley 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 Kangaroo Valley 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 Kangaroo Valley 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a national reputation for reliability, innovation, and collaboration. With deep roots in the Southern Highlands region, we're proud to support businesses across Kangaroo Valley, New South Wales, Australia as they navigate the ever-evolving landscape of industry. Our team brings together experts from diverse fields, enabling us to tackle complex challenges with creative solutions that drive real-world impact. Whether you're a local entrepreneur or an established operator in the region, we understand the unique opportunities and obstacles facing your business. At COLETEK, we take pride in building long-term relationships based on trust, mutual respect, and a commitment to delivering exceptional outcomes. As a trusted partner for businesses throughout Australia, including those in Kangaroo Valley, New South Wales, Australia, we're well-positioned to support your growth strategies, refine your operations, or spearhead innovative projects that drive your success. Our expertise extends across product development, engineering design, and systems integration – all tailored to the distinct needs of local industries. In Kangaroo Valley, New South Wales, Australia, businesses require a partner that not only listens but also collaborates closely to overcome challenges and capitalize on opportunities. At COLETEK, we're dedicated to providing that expertise, fostering an atmosphere of open communication, and driving projects forward with unwavering commitment. Join forces with us, built on Kangaroo Valley, New South Wales, Australia's strong foundation of innovative entrepreneurship and collaboration. Together, let's create remarkable results that reflect your values and vision. With COLETEK at the helm, your business will have a trusted ally to navigate the complexities of today's fast-paced environment.