AI & Machine Learning Services for Wirraba 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 Wirraba 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 Wirraba 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 Wirraba 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 Wirraba, New South Wales, Australia, businesses seeking innovative solutions can rest assured that COLETEK has their back. As a multidisciplinary Australian engineering and product development company established in 2001, we've gained a reputation for reliability, collaboration, and capability.

We're proud to serve businesses across Wirraba, New South Wales, Australia, providing top-notch expertise that empowers local industries to thrive. Our team of skilled engineers and product developers work hand-in-hand with clients to create customized solutions that tackle real-world challenges.

Our national footprint means we've had the pleasure of working with businesses throughout Australia – from coast to coast. We're well-versed in navigating diverse environments, ensuring our clients receive tailored support whenever and wherever they need it most. Wirraba, New South Wales, Australia is no exception; our professionals are committed to delivering exceptional results and unparalleled customer service.

At COLETEK, we take pride in being a trusted partner for local businesses looking to drive innovation, improve efficiency, or simply overcome obstacles. Our expertise isn't limited by industry or sector – we're equally at ease designing novel products or streamlining processes.

Whether you're an entrepreneur, business owner, or decision-maker seeking cutting-edge solutions, know that COLETEK has the skills, resources, and passion to help your Wirraba-based organization succeed. Operating throughout Wirraba, New South Wales, Australia, we're dedicated to supporting businesses like yours – every step of the way.

So why settle for anything less? Partner with COLETEK, the go-to engineering and product development company serving Wirraba, New South Wales, Australia, and discover what it means to be part of a team that truly cares about your success. Let's build something remarkable together, starting right here in Wirraba.