AI & Machine Learning Services for Warialda 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 Warialda 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 Warialda 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 Warialda 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.

At COLETEK, we're proud to be a trusted national engineering and product development company, with experience spanning over two decades. Since our inception in 2001, we've been dedicated to delivering high-quality solutions that meet the unique needs of businesses throughout Warialda, New South Wales, Australia. Our multidisciplinary team combines expertise from various fields to provide comprehensive support for companies across the region. Based in Warialda, New South Wales, Australia, we're intimately familiar with the local community and the challenges faced by businesses operating within it. We understand the importance of collaboration, reliability, and capability in driving success – and we've built our reputation on delivering exactly that. As a dedicated partner to companies in Warialda, New South Wales, Australia, we're committed to helping you overcome any technical hurdle, develop innovative products, or improve your operations. Operating throughout Warialda, New South Wales, Australia, our team is well-equipped to tackle complex projects and provide tailored solutions that address the specific needs of local businesses. Whether you need assistance in product development, engineering design, or testing and verification, we're here to help. We take pride in being a dependable partner for companies looking to improve their competitiveness, achieve efficiency gains, and expand their offerings. In Warialda, New South Wales, Australia, business success often hinges on innovative solutions that streamline processes, enhance customer experiences, and drive growth. At COLETEK, we're passionate about helping local businesses thrive by providing cutting-edge engineering expertise, creative design, and unparalleled project management capabilities. Our dedication to delivering exceptional client service has earned us a reputation as a trusted advisor for companies across the region. As a multidisciplinary Australian engineering and product development company, we've built a strong foundation on which to base our regional operations in Warialda, New South Wales, Australia. This enables us to provide seamless, locally tailored support that addresses the unique challenges faced by businesses in Warialda, New South Wales, Australia.