AI & Machine Learning Services for Valery 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 Valery 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 Valery 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 Valery 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 we go about our day-to-day lives in Valery, New South Wales, Australia, few of us stop to think about the incredible feats of engineering that keep our communities running smoothly. From the roads we drive on to the buildings we inhabit, innovative engineering is the backbone of modern life. And at COLETEK, we're proud to be a key part of this story. Based in Valery, New South Wales, Australia, and operating throughout Australia, we've built a reputation as one of the nation's most trusted multidisciplinary engineering and product development companies. Since our establishment in 2001, we've been dedicated to delivering tailored solutions that help local businesses thrive, while also drawing on our extensive national experience to tackle even the most complex challenges. What sets us apart from other engineering firms is our commitment to collaboration and capability. We understand that every business in Valery, New South Wales, Australia is unique, with its own set of challenges and opportunities. That's why we take a consultative approach, working closely with clients to identify their specific needs and develop innovative solutions that meet them head-on. Throughout our history, COLETEK has been proud to support the businesses of Valery, New South Wales, Australia, as well as those across the country. We've worked with companies from a wide range of industries, from manufacturing and logistics to healthcare and education. Our expertise spans many areas, including mechanical engineering, electrical engineering, electronics development, and industrial automation. What this means is that whether you're looking for a reliable partner to help you overcome a specific technical challenge or seeking a trusted ally to guide your business through a period of growth and change, we've got the skills, the resources, and the experience to make it happen. So why choose COLETEK as your go-to engineering partner in Valery, New South Wales, Australia? The answer is simple: our track record of delivering results, our passion for innovation, and our commitment to putting the needs of local businesses at the forefront of everything we do. We're not just another engineering firm – we're a trusted partner who will work tirelessly to help you achieve your goals.