AI & Machine Learning Services for White Rock 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 White Rock 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 White Rock 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 White Rock 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.

As a leading multidisciplinary engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted national partner for organizations seeking innovative solutions. With roots firmly planted in Australian soil, we're committed to serving businesses like yours across White Rock, New South Wales, Australia. At the heart of our success lies a deep understanding of the region's unique needs and challenges. Our team draws on years of experience working with local industries, from manufacturing and construction to healthcare and finance. Whether you're an established business or a startup looking for growth, we believe that collaboration is key to unlocking your true potential. We at COLETEK pride ourselves on our ability to provide comprehensive support to businesses in White Rock, New South Wales, Australia. Our multidisciplinary approach allows us to tackle complex projects from multiple angles, delivering tailored solutions that meet the specific needs of your organization. With a strong focus on reliability, we work tirelessly behind the scenes to ensure seamless project execution, giving you the peace of mind to focus on what matters most – your business. As a trusted partner in White Rock, New South Wales, Australia and beyond, COLETEK has established itself as a reliable source for innovative thinking. We're proud to have worked with organizations across a range of industries, providing high-quality engineering and product development services that drive results. Operating throughout White Rock, New South Wales, Australia and nationwide, we're uniquely positioned to support local businesses in their quest for success. Our team is dedicated to understanding the nuances of different regions and tailor our approach to meet the unique needs of each community. From concept to deployment, our experts work closely with you every step of the way. We believe that effective communication is vital to successful project outcomes, so we strive to create a collaborative environment where your voice is heard and valued. In White Rock, New South Wales, Australia and throughout Australia, businesses like yours require innovative solutions that drive growth, improve efficiency, and enhance competitiveness. At COLETEK, we're committed to being the trusted partner you can rely on for all your engineering and product development needs.