AI & Machine Learning Services for Causeway 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 Causeway 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 Causeway 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 Causeway 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 business owner or technical decision-maker in the thriving community of Causeway, Australian Capital Territory, you understand the importance of partnering with a trusted ally to drive success. For over two decades, COLETEK has been proudly operating throughout Australia, establishing ourselves as a multidisciplinary engineering and product development company with a reputation for reliability, collaboration, and capability. Our story began in 2001, when we set out to apply our collective expertise in engineering and product development to help Australian businesses thrive. Today, we're proud to serve organizations like yours across Causeway, Australian Capital Territory, offering bespoke solutions that align with your unique goals and challenges. Whether you're looking to innovate a process, improve efficiency, or develop game-changing products, COLETEK's experienced team is dedicated to helping you achieve remarkable results. What sets us apart? Our passion for collaboration, innovative thinking, and commitment to delivering tangible value. We take the time to truly understand your needs, leveraging our extensive expertise to craft tailored solutions that meet your specific objectives. With a national reach and local presence in Causeway, Australian Capital Territory, we're uniquely positioned to support businesses like yours throughout this vibrant region. As you navigate the ever-changing landscape of industry trends and technological advancements, it's essential to have a trusted partner by your side. COLETEK's multidisciplinary approach enables us to seamlessly integrate engineering, product development, and technical expertise to drive meaningful outcomes for our clients. By partnering with us, you can tap into our collective knowledge, skills, and experience, ensuring that your business remains competitive, innovative, and future-focused.