AI & Machine Learning Services for Shannondale 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 Shannondale 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 Shannondale 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 Shannondale 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.

Proudly based in Shannondale, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, our team has developed innovative solutions for businesses across Shannondale, New South Wales, Australia, and throughout the nation. As a trusted partner to companies in diverse sectors, we've built a reputation for delivering reliable, tailored products and services that meet the unique needs of each client. Throughout our history, COLETEK has demonstrated an unwavering commitment to collaboration, capability, and customer satisfaction – values that have become the hallmark of our national reputation. As Shannondale continues to experience growth and development, local businesses require innovative solutions to stay ahead in a rapidly evolving market. With COLETEK's expertise, we support entrepreneurs and corporate leaders like you by providing cutting-edge engineering and product development capabilities. Our team leverages industry-leading knowledge, combined with a deep understanding of the Shannondale business community, to craft custom solutions that drive success. Throughout our extensive portfolio, you'll find numerous examples of successful collaborations with businesses across various industries. By embracing the principles of reliability, collaboration, and capability, we've established strong relationships built on trust and mutual respect. Whether your business is just starting out or looking for a trusted partner to drive growth, COLETEK's multidisciplinary approach ensures that you receive top-tier support for all aspects of your operation. When seeking expertise in engineering and product development, local businesses in Shannondale can rely on COletek as their trusted ally. With our national reputation based on exceptional performance and collaboration, we're uniquely positioned to help organizations throughout the region achieve their goals – be it market expansion, process optimization, or innovation. As you navigate the complexities of running a business in Shannondale, New South Wales, Australia, remember that COLETEK stands ready to support your growth. With a team of seasoned professionals, we're dedicated to delivering exceptional results that drive success for our clients and partners alike.