AI & Machine Learning Services for Wattle Ridge 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 Wattle Ridge 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 Wattle Ridge 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 Wattle Ridge 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.

Coletek, a multidisciplinary Australian engineering and product development company established in 2001, has been serving businesses across Wattle Ridge, New South Wales, Australia with innovative and reliable solutions for over two decades.

As a trusted national leader, we've had the privilege of collaborating with local businesses and industry leaders alike. Our team of experts combines their collective knowledge and expertise to deliver tailored solutions that meet the unique needs of companies operating in Wattle Ridge, New South Wales, Australia.

Coletek's long-standing experience and reputation have earned us a reputation as go-to partners for engineering and product development in various sectors. We pride ourselves on our ability to adapt and respond to the evolving needs of businesses based in Wattle Ridge, New South Wales, Australia and beyond.

Our team is committed to building strong relationships with local business owners and decision-makers, providing unparalleled support through every stage of their growth journey. Whether you're looking to optimize an existing product or design a new one from scratch, we'll work closely with you to understand your goals, challenges, and aspirations.

Coletek's capabilities extend far beyond just engineering and product development; our unique approach enables us to provide reliable solutions that meet the diverse needs of businesses operating in Wattle Ridge, New South Wales, Australia. By leveraging our collective expertise, we can help you streamline processes, enhance performance, and stay ahead of the competition.

So why partner with Coletek for your engineering and product development needs in Wattle Ridge, New South Wales, Australia? We invite local business owners to learn more about how our trusted approach can benefit their operations. From concept to reality, we're here to support your goals and help you build something truly remarkable.