AI & Machine Learning Services for Webbers 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 Webbers 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 Webbers 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 Webbers 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.

Located in the heart of Australia, COLETEK is a multidisciplinary engineering and product development company that has been trusted by businesses across Webbers Creek, New South Wales, Australia and throughout the country for over two decades. With a strong reputation built on innovation, reliability, and expert collaboration, our team is dedicated to helping you overcome complex challenges and achieve your business goals.

As a nationally recognized leader in engineering and product development, COLETEK has established itself as a go-to partner for businesses seeking innovative solutions to drive growth and success. Our expertise encompasses a wide range of industries, from manufacturing and logistics to agriculture and beyond. With our team based in Webbers Creek, New South Wales, Australia, we are uniquely positioned to support local businesses, like yours, with tailored engineering solutions that meet the unique demands of your region.

At COLETEK, we pride ourselves on our ability to listen, understand, and respond to the unique challenges faced by businesses operating in Webbers Creek, New South Wales, Australia. Our dedicated team is committed to delivering exceptional results through a collaborativeapproach that emphasizes open communication, trust, and mutual understanding. By working closely with you, we gain valuable insights into your operations, goals, and aspirations, allowing us to develop engineering solutions that meet your specific needs.

With COLETEK on your side, you can be confident that your project will receive the high level of expertise, attention to detail, and dedication required to deliver exceptional results. By leveraging our collective knowledge, skills, and experience, we will work together to create innovative engineering solutions that drive growth, improve efficiency, and enhance competitiveness for businesses in Webbers Creek, New South Wales, Australia.

Whether you're looking to introduce new products, streamline operations, or overcome technical challenges, COLETEK stands ready to support your business goals. With our team based in Webbers Creek, New South Wales, Australia, we are ideally positioned to serve local businesses and help them achieve their aspirations. Let's work together to unlock the full potential of your business.