AI & Machine Learning Services for West Nowra 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 West Nowra 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 West Nowra 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 West Nowra 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 operate as a multidisciplinary Australian engineering and product development company, established in 2001 with a national reputation built on trust, innovation, and exceptional execution. As your trusted partner, we're committed to supporting the thriving business community in West Nowra, New South Wales, Australia – and beyond. Our team of experts has honed its skills by working closely with clients across diverse industries, tailoring our services to meet unique needs and challenges. By basing ourselves in West Nowra, New South Wales, Australia, we're perfectly positioned to assist local businesses in realizing their goals and overcoming obstacles. Whether you're looking to streamline operations, develop cutting-edge products, or improve your competitive edge, we have the capabilities and know-how to help. COLETEK's reputation is built on long-standing relationships with a wide range of clients, from small startups to large corporations. Our engineers are dedicated to delivering reliable solutions that blend seamlessly with existing processes and infrastructure. By combining our collective expertise with local knowledge, we empower businesses to thrive in an increasingly complex marketplace. As an engineering and product development company, we take pride in being adaptable, responsive, and committed to innovation. Our clients appreciate our collaborative approach, which ensures seamless communication and a deep understanding of their unique requirements. We're proud to support organizations based in West Nowra, New South Wales, Australia, as well as those operating throughout the rest of Australia. When you partner with COLETEK, you can be assured of exceptional engineering expertise, backed by years of experience, innovation, and a national reputation built on trust. So why not let us help drive your business forward? Let's work together to build something remarkable.