AI & Machine Learning Services for Googong 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 Googong 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 Googong 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 Googong 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 multidisciplinary engineering and product development company established in 2001, COLETEK has grown to become a trusted national leader in delivering innovative solutions that drive business success. With an unwavering commitment to reliability, collaboration, and capability, we are honored to serve businesses across Googong, New South Wales, Australia and throughout the country. Our dedication to providing top-tier engineering expertise is reflected in our impressive track record of helping local companies thrive in a rapidly changing Australian market. By partnering with COLETEK, your business can tap into our extensive knowledge base, cutting-edge technology, and highly skilled team of engineers. This partnership will enable you to overcome complex challenges, drive innovation, and stay ahead of the curve. As a company based in Googong, New South Wales, Australia, we have developed an intimate understanding of the unique needs and opportunities presented by this region. Our local knowledge and expertise allow us to offer bespoke engineering solutions that cater specifically to the needs of businesses operating within Googong and surrounding areas. Whether you're looking to optimize operations, enhance product development, or drive growth through innovation, COLETEK is well-equipped to support your success. Our commitment to collaboration and building strong relationships with our clients has earned us a reputation for trustworthiness and reliability. We take the time to listen to your challenges and goals, before working closely with you to develop tailored engineering solutions that meet your specific needs. By leveraging our expertise in product development and engineering, we can help you overcome obstacles, streamline processes, and achieve long-term business objectives. As a company operating throughout Googong, New South Wales, Australia, we are committed to delivering results that yield real value for your organization. Whether it's through optimizing operational efficiency, speeding up product development timelines, or driving sustainable growth, our team of experts is dedicated to helping you achieve your goals. By partnering with COLETEK, you can trust that your business is in good hands.