AI & Machine Learning Services for Kyarran 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 Kyarran 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 Kyarran 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 Kyarran 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation as a trusted partner for businesses seeking tailored solutions to drive their growth. Our team of experts has years of experience working with clients across Kyarran, New South Wales, Australia and beyond, helping them overcome complex challenges and capitalise on new opportunities. Based in Kyarran, New South Wales, Australia, we understand the unique demands faced by local businesses. From managing supply chain disruptions to meeting ever-evolving regulatory requirements, our team has developed a deep understanding of the needs and concerns of companies operating throughout Kyarran, New South Wales, Australia. This expertise enables us to deliver reliable support that meets the distinct needs of each client. At COLETEK, we pride ourselves on being more than just another engineering firm. We're a collaborative partner dedicated to delivering solutions that not only meet but exceed our clients' expectations. Operating throughout Kyarran, New South Wales, Australia and across Australia, our ability to bridge the gap between technical innovation and business reality has earned us a reputation as one of the most trusted names in the industry. What sets us apart? Our people. Our team includes some of the most talented and experienced engineers, designers, and product developers in the country. By combining their expertise with cutting-edge technology and a deep understanding of local market conditions, we're able to develop customised solutions that drive real results for our clients. Today, COLETEK is poised to leverage its extensive experience and capabilities to benefit businesses operating across Kyarran, New South Wales, Australia. Whether you need support in developing innovative products, streamlining operations, or overcoming technical challenges, our team is ready to collaborate with yours to achieve ambitious goals. We invite you to discover the value that COLETEK can bring to your business. Let's build something remarkable together.