AI & Machine Learning Services for Ashley 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 Ashley 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 Ashley 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 Ashley 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.

At COLETEK, we're proud to operate our multidisciplinary engineering and product development company from our base in Ashley, New South Wales, Australia. Established in 2001, we've built a reputation as a trusted partner for businesses across the region and throughout Australia. Our team of experts is dedicated to delivering exceptional results that drive growth, improve efficiency, and enhance customer experiences. Operating throughout Ashley, New South Wales, Australia and beyond, our company has developed a keen understanding of regional industries and communities. We apply this expertise to develop custom solutions for clients in various sectors, from manufacturing and logistics to healthcare and technology. Our collaborative approach ensures that we not only meet but exceed our customers' expectations, leveraging the latest engineering and product development techniques to craft innovative products and services. As a national company based in Ashley, New South Wales, Australia, we take pride in our reputation for reliability, flexibility, and adaptability. When working with COLETEK, businesses can rest assured that they're partnering with a trusted and capable organization that will provide reliable and timely support throughout the project lifecycle. Our experienced engineers and product development specialists are dedicated to delivering exceptional outcomes that align with clients' goals, objectives, and timelines. Whether you're an entrepreneur looking to bring your innovative idea to life or an established business seeking to improve operations and competitiveness, COLETEK is well-equipped to help. By serving businesses across Ashley, New South Wales, Australia, we've built a keen understanding of the regional market and its unique challenges and opportunities. Our team is committed to partnering with clients to develop custom solutions that drive success and value. At COLETEK, we're confident in our ability to deliver exceptional results and exceed our customers' expectations. If you're looking for trusted engineering and product development expertise in Ashley, New South Wales, Australia, contact us today to learn more about how we can partner with your business.