AI & Machine Learning Services for Yarrawa 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 Yarrawa 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 Yarrawa 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 Yarrawa 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 we navigate the bustling region of Yarrawa in New South Wales, Australia, it's clear that innovative minds are shaping the future. COLETEK is delighted to be at the forefront of this movement, providing engineering and product development solutions to local businesses across Yarrawa, New South Wales, Australia. Established in 2001, we've had the privilege of working with some of Australia's most pioneering companies, fostering long-standing relationships built on trust, reliability, and expertise. Our experience spans multiple industries, allowing us to draw upon a wealth of knowledge to tackle even the most complex challenges. Based in Yarrawa, New South Wales, Australia, we're uniquely positioned to support local businesses as they strive for excellence. At COLETEK, collaboration is at the heart of what we do. By forming close bonds with our clients, we take pride in understanding their unique needs and goals, working tirelessly to ensure our solutions meet their aspirations. Our multidisciplinary team comprising experienced engineers and product developers operates throughout Australia, serving businesses across Yarrawa, New South Wales, Australia, and beyond. We believe that having a trusted partner by your side can be the difference between simply surviving in a competitive marketplace and genuinely thriving. COLETEK is committed to being that reliable ally, providing innovative yet practical solutions tailored to meet the evolving demands of our clients' industries. As you look to push boundaries and drive growth in Yarrawa, New South Wales, Australia, know that COOLETEK stands ready to help. Our track record speaks for itself – we've helped numerous businesses across various sectors realize their potential through our engineering and product development expertise. It's time to unlock the full potential of your business! Contact us today to embark on a remarkable journey with COLETEK at the helm.