AI & Machine Learning Services for Sydney 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 Sydney 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 Sydney 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 Sydney 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.

In the vibrant city of Sydney, New South Wales, Australia, where innovation and technology converge, you'll find a trusted partner for your business needs in COLETEK. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation for delivering reliable solutions that meet the unique demands of various industries. Based in Sydney, New South Wales, Australia, our team operates throughout the country, from Melbourne to Brisbane, and has extensive experience working with businesses across the region. From startups to established corporations, we understand the importance of collaboration in driving success. At COLETEK, we foster strong relationships with our clients by investing time and resources in understanding their specific challenges and goals. Our portfolio spans a wide range of engineering disciplines, including mechanical, electrical, software, and materials science. This diversity enables us to approach problems from multiple angles, ensuring the most effective solutions for your business needs. Whether you require product design, development, prototyping, or production support, COLETEK's expertise can help you bring cutting-edge ideas to life. Serving businesses across Sydney, New South Wales, Australia, and beyond, our commitment is to providing an exceptional service experience. We achieve this through continuous innovation, investing in the latest tools and technologies to stay ahead of the curve. Our capability to adapt to evolving industry standards ensures your projects remain on track, even as regulations or market conditions change. In today's fast-paced business landscape, finding a trusted partner that can help you stay competitive is crucial. At COLETEK, we take pride in being a reliable extension of your team, equipped to tackle the complex engineering and product development challenges facing businesses like yours in Sydney, New South Wales, Australia. When you choose us as your collaborator, you can expect prompt communication, transparent progress updates, and seamless collaboration – ensuring your projects are completed on time, within budget, and exceeding your expectations.