AI & Machine Learning Services for Yarras 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 Yarras 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 Yarras 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 Yarras 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 committed to serving businesses across Yarras, New South Wales, Australia, providing them with innovative, multidisciplinary engineering and product development solutions. With over two decades of experience, our national reputation has been built on trust, reliability, and a collaborative approach. As a multidisciplinary Australian engineering and product development company established in 2001, we take pride in being based in Yarras, New South Wales, Australia, yet operating throughout the country. Our expertise spans multiple sectors, making us an ideal partner for businesses requiring tailored solutions to drive innovation and growth. From concept to reality, our team of experts will work closely with you to overcome challenges, seize opportunities, and achieve your objectives. In Yarras, New South Wales, Australia, local businesses are at the heart of what we do. We recognize that each community has unique needs, and we're dedicated to applying our knowledge and experience to address those specific requirements. Whether you're an entrepreneur or a seasoned executive, our goal is to empower your company with cutting-edge solutions that set you apart from the competition. COLETEK's collaborative approach ensures seamless integration with existing systems and processes. Our team will work in concert with yours to identify areas for improvement and develop strategic plans tailored to your specific needs. By combining the best of human ingenuity, creativity, and technical expertise, we'll help drive your business forward, leveraging our collective strengths and capabilities. As a trusted partner in Yarras, New South Wales, Australia, COLETEK is committed to delivering exceptional results that meet and exceed your expectations. Our commitment to reliability, collaboration, and capability has earned us a reputation as one of Australia's most respected multidisciplinary engineering and product development companies. When you choose COLETEK, rest assured that our team will work tirelessly with yours to drive innovation and growth. Now it's time for you to take the next step in driving your business forward. If you're looking for expert engineering solutions tailored to your unique needs, let's start a conversation. Our dedicated team is here to support businesses in Yarras, New South Wales, Australia, just as we would any organization across Australia.