AI & Machine Learning Services for Deepwater 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 Deepwater 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 Deepwater 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 Deepwater 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.

COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for reliability, collaboration, and capability. Headquartered in Australia, our team operates throughout the nation, serving small-to-large businesses across Deepwater, New South Wales, Australia, and beyond.

We take pride in being a trusted partner to businesses in Deepwater, New South Wales, Australia, supporting their growth and innovation with tailored engineering solutions. Our commitment is to building long-term relationships based on mutual understanding, respect, and trust.

Since our inception in 2001, we've developed a strong track record of delivering results-driven projects that improve the lives of people across sectors and industries in Deepwater, New South Wales, Australia. This foundation has evolved into a deep expertise in engineering and product development, allowing us to tackle complex challenges in industries such as infrastructure, resources, defense, aerospace, agriculture, and more.

Our innovative approach enables us to develop custom-made solutions that address specific business needs in Deepwater, New South Wales, Australia. By combining cutting-edge technology with practical problem-solving skills, we empower our clients to drive positive change and outperform their competitors.

We are proud of the value we bring to businesses across Deepwater, New South Wales, Australia and nationwide. Whether you're a local business looking to expand or improve operations, or an entrepreneur seeking innovative solutions to propel your venture forward, COLETEK is here for you, based in Deepwater, New South Wales, Australia, serving as a reliable ally throughout the entire process.

Now, let's work together to achieve remarkable results. With COLETEK on your side, you can expect: