AI & Machine Learning Services for Yarrunga 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 Yarrunga 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 Yarrunga 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 Yarrunga 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 dynamic and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Yarrunga, Victoria, Australia. With years of experience driving growth and innovation for companies nationwide, we're committed to supporting the region's thriving business community. Our team is passionate about collaborating with local entrepreneurs, manufacturers, and innovators to develop cutting-edge solutions that drive results. We understand the distinct challenges faced by businesses in Yarrunga, Victoria, Australia, such as navigating regulatory hurdles or leveraging emerging technologies to stay ahead of the competition. With our multidisciplinary approach, we unite experts from various fields – engineering, design, and manufacturing – to tackle these challenges head-on. COLETEK's comprehensive capabilities empower us to deliver customized solutions that address specific business needs. Whether it's optimizing processes, creating new products or services, or streamlining operations, we have the expertise and resources to support businesses in Yarrunga, Victoria, Australia as they scale and grow. Our commitment to reliability, collaboration, and capability ensures that our partners receive personalized attention and tailored guidance. As a trusted national engineering and product development company operating throughout Australia, including Yarrunga, Victoria, Australia, we're uniquely positioned to provide the necessary support for local businesses aiming to expand their horizons. By harnessing our collective expertise and leveraging innovative technologies, we can help drive growth, job creation, and competitiveness across the region. At COLETEK, we're dedicated to being a trusted partner for businesses in Yarrunga, Victoria, Australia, and throughout the nation. Let's work together to build something remarkable – contact us today to take the first step.