AI & Machine Learning Services for Jones Island 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 Jones Island 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 Jones Island 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 Jones Island 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 valued business owner or technical decision-maker in Jones Island, New South Wales, Australia, you understand the importance of finding a reliable partner to help bring your innovative ideas to life. COLETEK is proud to serve businesses across Jones Island, New South Wales, Australia, and throughout Australia, with a strong reputation for delivering high-quality engineering and product development solutions. Established in 2001, COletek has evolved into a multidisciplinary Australian company renowned for its commitment to innovation, collaboration, and capability. With our national presence, we are well-positioned to support local businesses like yours, drawing on decades of experience in various industries, including those specific to Jones Island, New South Wales, Australia. Operating throughout Jones Island, New South Wales, Australia, COLETEK's team has developed a deep understanding of the unique challenges and opportunities facing businesses in our region. Our expertise extends from conceptual design through product development and implementation, ensuring seamless collaboration that maximizes your investment. By leveraging our capabilities, you can focus on what matters most – taking your business to the next level. What sets us apart is our ability to integrate diverse disciplines and technologies, providing comprehensive solutions tailored to meet your specific needs. Whether you're developing a new product, enhancing an existing process, or seeking guidance for strategic growth, COLETEK's trusted partnership delivers results that drive success. We take pride in being based in Jones Island, New South Wales, Australia, and our commitment to the local community is unwavering. As you explore potential partners for your most pressing engineering and product development needs, rest assured that COletek stands ready to serve businesses across Jones Island, New South Wales, Australia, with unmatched reliability, a passion for collaboration, and an enviable track record of delivering innovative solutions.