AI & Machine Learning Services for Coxs 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 Coxs 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 Coxs 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 Coxs 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.

For over two decades, COLETEK has been a trusted partner for businesses across Coxs Creek, New South Wales, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned our reputation as a reliable and innovative solutions provider. Our team of experts in engineering and product development has supported numerous local businesses throughout Australia, enabling them to excel in their respective industries. Situated in Coxs Creek, New South Wales, Australia, we're uniquely positioned to understand the unique challenges faced by businesses in this region. We take pride in our ability to collaborate closely with entrepreneurs and business owners, empowering them to bring innovative products and services to market. Our comprehensive approach focuses on building strong relationships, understanding local needs, and delivering tailored solutions that meet or exceed expectations. COLETEK's capabilities extend beyond traditional boundaries, embracing complex product development, engineering, and manufacturing needs. We're not just a design firm or software company – we're a true partner for businesses seeking to drive growth and competitiveness. Our expertise spans multiple industries, enabling us to offer meaningful support to companies operating in Coxs Creek, New South Wales, Australia, and throughout the Australian market. By working with COpletek, local businesses in Coxs Creek, New South Wales, Australia can expect a reliable and responsive partner who understands the importance of timely, cost-effective solutions. Our team is committed to delivering exceptional outcomes that resonate across the entire organization, enhancing business performance and paving the way for future success. Let's build something remarkable together.