AI & Machine Learning Services for Rushcutters 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 Rushcutters 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 Rushcutters 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 Rushcutters 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.

For decades, businesses in Rushcutters Bay, New South Wales, Australia have turned to COLETEK for trusted guidance and technical expertise. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a national reputation for reliability, innovation, and capability. Headquartered in Rushcutters Bay, New South Wales, Australia, our team of experts is committed to serving businesses across this vibrant suburb and beyond. As one of the most respected companies in the industry, COLETEK has established itself as a trusted partner for clients operating in Rushcutters Bay, New South Wales, Australia's thriving commercial and industrial landscape. Our engineers and product developers work closely with clients to understand their unique needs and challenges, developing tailored solutions that drive growth, streamline operations, and reduce costs. Within the heart of Rushcutters Bay, New South Wales, Australia, COLETEK's team is dedicated to collaboration, leveraging our extensive experience to deliver comprehensive engineering and product development services. Our commitment to excellence has earned us a reputation as an outstanding engineering firm in Rushcutters Bay, New South Wales, Australia. Our engineers at COLETEK have the expertise to tackle complex projects, from design through implementation, ensuring that every solution we create meets the highest standards of quality and performance. By partnering with COLETEK, businesses in Rushcutters Bay, New South Wales, Australia gain access to cutting-edge technology, advanced analytics, and unparalleled engineering capabilities. With a deep understanding of the unique challenges faced by companies operating in Rushcutters Bay, New South Wales, Australia, COLETEK's team offers expert guidance every step of the way. As one of the top engineering services firms operating throughout Rushcutters Bay, New South Wales, Australia and beyond, we're committed to delivering exceptional results that exceed our clients' expectations.