AI & Machine Learning Services for Kelvin 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 Kelvin 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 Kelvin 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 Kelvin 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 have been supporting businesses across Kelvin, New South Wales, Australia and throughout the country since 2001. As a multidisciplinary Australian engineering and product development company, our national reputation is built on innovation, expertise, and collaboration. Whether you're based in Kelvin or operating elsewhere, our team of engineers, designers, and developers are dedicated to helping you achieve your goals. Based in Kelvin, New South Wales, Australia, we understand the unique challenges facing local businesses. That's why we've developed a tailored approach that addresses the specific needs of companies in this region. Our commitment to reliability, integrity, and adaptability has earned us a trusted position in Australian industry, and we're eager to bring our expertise to your doorstep. Throughout Kelvin, New South Wales, Australia, you'll find businesses across various sectors, from manufacturing and construction to healthcare and logistics. COLETEK's capability extends to every one of these industries, allowing us to provide comprehensive solutions that meet the distinct demands of each sector. Whether you're looking to develop new products, improve existing processes, or enhance your operational efficiency, our team is equipped to partner with you every step of the way. In Kelvin, New South Wales, Australia and beyond, COLETEK is committed to building lasting relationships by delivering exceptional results, timely project completion, and outstanding customer service. Our collaborative approach ensures that we not only meet but exceed your expectations, ensuring a strong foundation for future growth and success. So why wait? Let us help you unlock the full potential of your business in Kelvin, New South Wales, Australia. With COLETEK on your side, you can trust that our team will strive for excellence, work tirelessly to exceed your goals, and provide unwavering support whenever you need it most. After all, we're not just a group of experts – we're your partners, dedicated to driving remarkable results together.