AI & Machine Learning Services for Watton 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 Watton 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 Watton 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 Watton 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 trusted national provider of engineering and product development solutions, COLETEK has earned its reputation by collaborating with businesses across Watton, New South Wales, Australia to bring innovative ideas to life. With over two decades of experience in multidisciplinary engineering and product development, our team has developed the capability to support local businesses like yours in achieving their objectives. Founded in 2001, COLETEK is a multidisciplinary Australian engineering and product development company based in Watton, New South Wales, Australia. Our expertise spans various industries and sectors, enabling us to understand the unique challenges and opportunities faced by businesses operating in this region. By working closely with clients, we have developed a deep understanding of the local market and its needs. At COLETEK, our goal is to empower businesses across Watton, New South Wales, Australia with reliable engineering and product development solutions that drive growth and success. We pride ourselves on fostering strong relationships built on trust, open communication, and a collaborative approach. Our experienced engineers and product developers operate throughout this region, providing support for businesses looking to innovate and improve their operations. Whether you're seeking to develop new products, enhance your existing offerings, or optimize your supply chain, we have the capability to help. Our solutions are designed to meet the unique needs of businesses operating in Watton, New South Wales, Australia, leveraging our expertise in engineering and product development to drive results. From concept to reality, COLETEK's trusted approach has enabled businesses across Watton, New South Wales, Australia to bring innovative ideas to life. With our support, you can count on a reliable partner for your engineering and product development needs.