AI & Machine Learning Services for Cryon 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 Cryon 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 Cryon 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 Cryon 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 partner to businesses across Cryon, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company dedicated to delivering innovative solutions that drive success. Established in 2001, our national reputation has been built on a foundation of reliability, collaboration, and unmatched capability. Based in Cryon, New South Wales, Australia, we're proud to serve the local community alongside businesses throughout Australia. Our team is passionate about leveraging cutting-edge engineering principles and innovative technologies to develop bespoke products that meet the unique needs of your business. Whether you're an established player or a start-up entrepreneur, COLETEK is committed to helping you achieve your goals. Operating throughout Cryon, New South Wales, Australia and beyond, our multidisciplinary approach brings together experts from various engineering disciplines, working in harmony to deliver solutions that are tailored to your specific requirements. You can rely on our expertise in areas such as mechanical, electrical, and systems engineering to drive value and growth for your business. Rather than a one-size-fits-all approach, we take the time to understand your unique challenges and develop customized solutions that align with your objectives. By drawing upon our extensive experience in product development, manufacturing, and industrial processes, you can trust that COLETEK will provide expert support to drive success for businesses across Cryon, New South Wales, Australia. When looking for a partner that shares your values, has the technical expertise, and a commitment to delivering outstanding results, look no further than COLETEK. Our team is dedicated to supporting local enterprises in Cryon, New South Wales, Australia and throughout Australia, ensuring your project's success from concept to delivery.