AI & Machine Learning Services for Kippara 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 Kippara 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 Kippara 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 Kippara 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.

At COLETEK, we're proud to be a leading multidisciplinary Australian engineering and product development company established in 2001. For over two decades, we've been serving businesses across Kippara, New South Wales, Australia, empowering them with innovative solutions that drive growth, efficiency, and innovation. As your trusted partner, we're based in Kippara, New South Wales, Australia, but our reach extends throughout Australia. We understand the unique challenges faced by local businesses and are committed to providing tailored engineering solutions that meet their specific needs. Our team of experts has years of experience collaborating with businesses in Kippara, New South Wales, Australia, helping them overcome obstacles and seize new opportunities. What sets us apart is our ability to combine cutting-edge technology with a deep understanding of your operations, allowing us to develop bespoke products and services that enhance your competitiveness. We're not just a provider of technical expertise; we're a partner who can help you navigate the complexities of engineering and product development. By leveraging our expertise, you'll gain greater control over your projects, streamline processes, and stay ahead of the curve. Our commitment to excellent engineering solutions has earned us a reputation as a trusted national player in the industry. When you work with COLETEK, you can be certain that we'll bring a high level of dedication, reliability, and expertise to every project we undertake. Our focus is on empowering local businesses like yours, enabling them to achieve remarkable results and drive long-term success. In Kippara, New South Wales, Australia, there's no shortage of opportunities waiting to be seized. Let COLETEK help you harness the power of engineering innovation to propel your business forward. Join forces with us today, and discover a collaborative approach that will leave a lasting impact on your operations.