AI & Machine Learning Services for Arnold West 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 Arnold West 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 Arnold West 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 Arnold West 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 takes pride in our nationwide reputation for reliability, collaboration, and capability. With years of experience in various industries, we've developed a unique understanding of the engineering landscape, enabling us to effectively bridge the gap between complexity and innovation. Based in Arnold West, Victoria, Australia, our team is dedicated to serving businesses across this region with innovative, tailored solutions that address their specific challenges. Whether you're operating within the manufacturing, mining, or construction sectors, we've got the expertise and know-how to help your business thrive. Our commitment to providing world-class engineering services has earned us recognition as a trusted partner for organizations seeking to improve performance, reduce costs, and enhance value. As COLETEK operates throughout Australia, including Arnold West, Victoria, Australia, our understanding of local regulations, environmental factors, and unique industry requirements allows us to tailor our approach to meet the distinct needs of your business. By leveraging cutting-edge technologies, combining rigorous engineering discipline with practical, hands-on expertise, we consistently deliver high-quality outcomes that align with our clients' goals. Our people-first culture means that every project is approached with a focus on customer satisfaction, clear communication, and transparency. We strive to foster long-term relationships built on mutual trust, respect, and shared success. As you navigate the complexities of product development or engineering challenges, rest assured that COLETEK will be by your side, committed to delivering exceptional results.