AI & Machine Learning Services for Five Dock 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 Five Dock 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 Five Dock 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 Five Dock 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 businesses in Five Dock, New South Wales, Australia navigate the complex landscape of innovation and growth, they increasingly turn to trusted partners with a deep understanding of their needs. At COLETEK, we've been proud to serve as that partner for over two decades. As a multidisciplinary Australian engineering and product development company established in 2001, our capabilities have earned us a reputation as a go-to collaborator for businesses across Australia – including those right here in Five Dock. What sets us apart is our commitment to reliability, collaboration, and capability. We don't just design and develop innovative solutions; we work tirelessly to ensure they're integrated seamlessly into our clients' operations, delivering tangible results that drive business success. Our team of experts has a deep understanding of the challenges facing businesses in Five Dock, New South Wales, Australia – from supply chain optimization to process automation and beyond. With a strong presence throughout Australia, including right here in Five Dock, we're well-positioned to support local organizations in their pursuit of innovation and growth. We've had the privilege of working with businesses across a range of industries, from manufacturing and logistics to healthcare and finance – each one as unique as the solutions we develop for them. Our reputation for trustworthiness is built on our commitment to delivering high-quality outcomes, every time. Whether it's streamlining processes, optimizing systems, or developing cutting-edge products, our experts work closely with clients to ensure that every solution aligns with their goals and objectives. We're just as comfortable working in the field as we are around a conference table, making us an excellent fit for businesses looking for flexibility and creativity. When it comes to finding an engineering partner you can rely on, Five Dock, New South Wales, Australia businesses deserve only the best. That's why we're here – to offer our expertise, insight, and capabilities to help you achieve your vision. Let's work together to build something remarkable.