AI & Machine Learning Services for Nevertire 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 Nevertire 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 Nevertire 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 Nevertire 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 be a trusted partner for businesses in Nevertire, New South Wales, Australia and across the country. Our multidisciplinary Australian engineering and product development company has been established since 2001, with a strong reputation for delivering reliable solutions that meet our clients' unique needs. As a locally-based yet nationally-respected company, we're well-positioned to provide tailored support to businesses operating in Nevertire and its surrounding regions. Our team of experienced engineers and developers is dedicated to collaborating closely with our clients to understand their challenges and develop innovative products that drive growth and profitability. At the heart of our approach is a commitment to reliability, collaboration, and capability. We're not just an engineering company – we're a partner who will work tirelessly alongside you to design, develop, and deliver exceptional outcomes. Whether you're seeking solutions for manufacturing, logistics, or technology, we've got the expertise and enthusiasm to support your Nevertire-based business every step of the way. As a trusted national player, COLETEK has built a reputation on delivering complex projects across industries. Our team's breadth of expertise spans multiple disciplines, allowing us to tackle projects that involve advanced engineering, materials science, and manufacturing. We've worked with major companies in industries like mining, healthcare, and transportation, and we're poised to bring our capabilities to your Nevertire-based business. At COLETEK, we understand that every business has unique needs and challenges. That's why we take a personalized approach to each project, working closely with clients to identify their goals, assess their operational needs, and develop tailored solutions that drive results. Our team is equipped to handle projects of all sizes and complexity, from concept development to full-scale implementation. So if your Nevertire-based business is seeking trusted partners who understand the region's unique challenges and opportunities, look no further than COLETEK. As a locally-tailored solution provider with national reach, we're confident in our ability to deliver value-added engineering and product development services that meet the specific needs of businesses operating in this important region.