AI & Machine Learning Services for Burwood 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 Burwood 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 Burwood 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 Burwood 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, COLETEK is proud to have been serving businesses across Burwood, New South Wales, Australia for over two decades. Our journey began in 2001, when we set out to make a meaningful impact on the industry by delivering high-quality solutions that meet the evolving needs of our clients. Throughout these years, we've developed a reputation as a one-stop-shop for engineering and product development needs in Burwood, New South Wales, Australia and beyond. Our team of experienced professionals has been instrumental in transforming businesses across various sectors, from manufacturing to healthcare, by leveraging their expertise in design thinking, problem-solving, and creativity. Based in Burwood, New South Wales, Australia, we're committed to fostering strong relationships with our clients, understanding their unique challenges, and developing tailored solutions that exceed their expectations. Our customers appreciate our ability to work collaboratively, provide reliable deliverables, and demonstrate unwavering commitment to safety, quality, and customer satisfaction. By partnering with COLETEK, businesses in Burwood, New South Wales, Australia can take advantage of our cutting-edge engineering expertise, innovative thinking, and strong industry connections. We're continually investing in the latest technologies, methodologies, and tools to stay ahead of the curve and provide unmatched value to our clients. In a rapidly changing environment, it's essential for businesses to adapt quickly, leverage new opportunities, and minimize risks. COLETEK is well-positioned to support their operations, providing the necessary engineering and product development capabilities to drive growth, improve efficiency, and enhance competitiveness. As we continue to operate throughout Burwood, New South Wales, Australia, we're dedicated to building long-term relationships with our clients, fostering a culture of innovation, and contributing to the region's economic development. We invite businesses in Burwood, New South Wales, Australia to join forces with us, leveraging our expertise to create remarkable outcomes that drive lasting impact.