AI & Machine Learning Services for Toowoon Bay 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 Toowoon Bay 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 Toowoon Bay 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 Toowoon Bay 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 Australian engineering and product development company established in 2001, COLETEK has built a reputation nationwide as a trusted partner for businesses in need of innovative solutions. With a rich history of delivering reliable products and tailored services, we're proud to serve Toowoon Bay, New South Wales, Australia, and the surrounding regions, helping local entrepreneurs, owners, and decision-makers succeed. Our team is passionate about collaboration and ensuring that our expertise benefits your business goals. We've honed our skills across multiple industries, fostering a deep understanding of the complex challenges that affect Toowoon Bay's thriving community. By combining engineering know-how with creative problem-solving, we're dedicated to empowering businesses in this picturesque coastal town and beyond. Operating throughout Australia, including the Toowoon Bay area, COLETEK is committed to providing a seamless experience for clients requiring customized product development and engineering services. Our multidisciplinary team spans various expertise areas, allowing us to tackle projects that require diverse skill sets, from mechanical engineering to electromechanical design and testing. In today's fast-paced business environment, Toowoon Bay companies need partners they can trust to provide top-notch solutions. At COLETEK, we understand the value of reliability and transparency in a project-based approach, ensuring your unique requirements are met with precision and attention to detail. Whether you're seeking product development, engineering design, or testing services, our expertise is designed to amplify your business's potential. As Toowoon Bay continues to grow as a prominent destination for tourists and locals alike, the region's businesses require forward-thinking partners that can capitalize on new opportunities. COLETEK is committed to supporting local businesses throughout New South Wales, Australia, by offering tailored solutions that drive innovation, growth, and prosperity in the area. If you're looking for an engineering and product development partner that genuinely cares about your success, look no further than COELTEK. Serving businesses across Toowoon Bay, New South Wales, Australia, our team is poised to help you achieve remarkable results. Let's build something remarkable together!