AI & Machine Learning Services for Yarragon South 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 Yarragon South 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 Yarragon South 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 Yarragon South 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions that meet the unique needs of businesses across Yarragon South, Victoria, Australia. With our national presence, we're proud to operate throughout this beautiful region, offering trusted expertise to local entrepreneurs, innovators, and industry leaders. For over two decades, COLETEK has been working with clients in various sectors, from manufacturing and logistics to healthcare and telecommunications. Our team of experienced engineers, experts in product development, and project managers have the capability to tackle complex challenges and turn them into opportunities for growth. Based in Yarragon South, Victoria, Australia, we're dedicated to empowering local businesses like yours to reach new heights. At COLETEK, we believe that collaboration is key to success. We take the time to listen carefully to our clients' needs, ensuring we understand their unique circumstances and goals. From concept design to prototype development and manufacturing, we work together to bring your vision to life. Our focus on reliability, quality, and attention to detail has earned us a trusted reputation across Yarragon South, Victoria, Australia. As you navigate the complex landscape of product development, engineering, and innovation, you need a partner who can provide seamless support, guidance, and expertise. COLETEK operates throughout Australia, ensuring that our services are always accessible to businesses like yours in Yarragon South, Victoria, Australia. Let us help you tackle the challenges and seize the opportunities ahead. So why wait? Reach out to us today to explore how our multidisciplinary engineering and product development capabilities can benefit your business in Yarragon South, Victoria, Australia. We look forward to collaborating with you and building something remarkable together.