AI & Machine Learning Services for Saltwater 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 Saltwater 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 Saltwater 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 Saltwater 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 renowned multidisciplinary engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted national partner. With our extensive experience and innovative spirit, we proudly serve businesses across Saltwater, New South Wales, Australia, helping them conquer the challenges of their respective industries. Based in Saltwater, New South Wales, Australia, our team comprises experts from diverse technical backgrounds. What sets us apart is our ability to understand your business goals and develop tailored solutions that address your specific needs. From conceptualization to implementation, we partner with you throughout every stage of the product development process. Whether you're seeking support for a one-time project or long-term collaborative efforts, rest assured that COLETEK has the capability to drive success in Saltwater. Our reputation is built upon reliability, collaboration, and expertise – attributes that enable us to deliver exceptional results across various industries. By taking the time to understand your unique circumstances and goals, we design solutions that meet the distinct challenges faced by businesses operating throughout Saltwater, New South Wales, Australia. At COLETEK, we take pride in being a trusted partner for clients based in Saltwater, New South Wales, Australia. Our commitment to innovation and customer satisfaction has earned us a national reputation as a reliable and capable engineering solutions provider. By partnering with us, you can leverage our expertise and resources to drive success and overcome the challenges faced by businesses operating throughout Saltwater. As your trusted partner, COLETEK is dedicated to helping businesses across Saltwater, New South Wales, Australia thrive in today's fast-paced and competitive environments. We're ready to apply our multidisciplinary knowledge to help you achieve remarkable results. So why wait? Let us show you the value of partnering with a reputable engineering solutions provider like COLETEK.