AI & Machine Learning Services for Stockyard Creek 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 Stockyard Creek 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 Stockyard Creek 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 Stockyard Creek 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 prominent multidisciplinary Australian engineering and product development company established in 2001, COLETEK is dedicated to empowering businesses across Stockyard Creek, New South Wales, Australia to achieve their goals through collaborative innovation. With over two decades of experience, our experts have built a reputation for delivering reliable solutions that transform industries.

Coletek is the trusted partner of choice for businesses seeking engineering and product development expertise throughout the region, including Stockyard Creek. We pride ourselves on our ability to understand the unique needs and challenges of local companies, providing tailored support that addresses their specific pain points.

From design to deployment, we take a holistic approach to solving complex problems, leveraging our expertise in mechanical engineering, electrical engineering, software development, and industrial design. This breadth of knowledge enables us to develop innovative products and solutions that meet the needs of Stockyard Creek's diverse business landscape.

Our commitment to collaboration is evident in everything we do, from working closely with clients to develop custom-fit solutions to fostering open communication throughout our project teams. Our goal is not only to deliver exceptional results but also to build long-term relationships with our clients based on trust, respect, and shared success.

Whether you're a startup looking to bring a new product to market or an established corporation seeking to improve operational efficiency, COLETEK's unparalleled expertise and innovative approach can help you achieve your objectives. We invite you to explore the many ways we can support your journey in Stockyard Creek, New South Wales, Australia.