AI & Machine Learning Services for Eastwood 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 Eastwood 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 Eastwood 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 Eastwood 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 trusted and innovative multidisciplinary engineering and product development company based in 2001, COLETEK has established itself as a leader across the Australian landscape. Our experience spans multiple industries, allowing us to draw from a deep reservoir of knowledge to drive success for businesses like yours operating in Eastwood, New South Wales, Australia. At COLETEK, we're dedicated to forging lasting partnerships with local businesses and helping them rise above the competition. With our multidisciplinary approach, we tackle engineering challenges head-on, leveraging expertise that encompasses research, development, and testing to deliver solutions tailored to your unique needs. Our history of success is built on a foundation of reliability, collaboration, and capability – essential virtues for driving growth in any market. Throughout Eastwood, New South Wales, Australia and beyond, our teams have helped businesses achieve remarkable feats. We've collaborated with manufacturers to design and develop innovative products that drive productivity and efficiency, all while ensuring compliance with regulatory requirements. Our expertise is equally valuable in helping local firms optimize their operations, streamline processes, and minimize waste – allowing them to focus on what they do best: delivering exceptional value to customers. In Eastwood, New South Wales, Australia, we take pride in being a trusted partner for businesses seeking engineering solutions that drive real-world results. Whether you're looking to introduce new technologies, optimize existing processes, or develop custom products, our team stands ready to support your goals. Let us help you transform your business with innovative engineering solutions tailored to the Eastwood, New South Wales, Australia market. Reach out today and discover what collaboration can achieve.