AI & Machine Learning Services for Yarrowyck 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 Yarrowyck 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 Yarrowyck 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 Yarrowyck 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 understand the importance of building lasting relationships with businesses in Yarrowyck, New South Wales, Australia and across Australia. As a multidisciplinary engineering and product development company established in 2001, our team has honed their expertise by working closely with clients to deliver innovative solutions. Based in Yarrowyck, New South Wales, Australia, COLETEK is proud of its national reputation for reliability, collaboration, and capability. Our engineers are dedicated to transforming complex problems into practical, real-world solutions that exceed expectations. Whether you're a local business looking to improve efficiency or an entrepreneur seeking innovative ways to grow, our experienced team is here to support your endeavors. Serving businesses in Yarrowyck, New South Wales, Australia and throughout the country, we've developed a deep understanding of what it takes to succeed in various industries. From manufacturing to healthcare, energy to agriculture, and beyond, our engineers are well-equipped to tackle projects that require a blend of technical expertise and strategic thinking. What sets us apart is our commitment to building long-term partnerships with the businesses we serve. We take the time to get to know your unique challenges and goals, then bring together the right team, tools, and technologies to deliver transformative outcomes. Our collaborative approach ensures that you receive personalized attention, tailored solutions, and ongoing support throughout every phase of the project. Operating throughout Yarrowyck, New South Wales, Australia, we're proud to be a trusted partner for businesses seeking engineering and product development expertise. With our roots in innovation, reliability, and capability, we're confident that together, we can achieve remarkable results. So why wait? Let's build something remarkable together.