AI & Machine Learning Services for Macarthur 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 Macarthur 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 Macarthur 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 Macarthur 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 engineering and product development company established in 2001, COLETEK has built a reputation for delivering exceptional results across Australia. Our multidisciplinary team is dedicated to providing a unique combination of technical expertise and creative problem-solving skills that help businesses in Macarthur, Australian Capital Territory overcome complex challenges and achieve their goals. Based in Macarthur, Australian Capital Territory, our local presence allows us to quickly respond to the needs of regional businesses, offering tailored support and guidance to ensure their success. From day one, we've fostered a culture of collaboration and reliability, working closely with clients to understand their objectives and develop bespoke solutions that meet their specific needs. Our expertise is not limited to any particular industry or sector; instead, we focus on delivering exceptional results for businesses across Macarthur, Australian Capital Territory, regardless of their size or nature. Our team has a deep understanding of the regional market, allowing us to provide targeted support and guidance that addresses local challenges and opportunities. At COLETEK, we believe in building strong relationships with our clients, fostered through open communication, transparent processes, and a commitment to delivering tangible results. By partnering with us, businesses in Macarthur, Australian Capital Territory can rely on our technical prowess, creative insight, and unwavering dedication to help drive their growth and prosperity. Whether you're looking to improve operational efficiency, develop new products or services, or stay ahead of the competition, COLETEK's multidisciplinary team is uniquely equipped to help. Our extensive experience, cutting-edge capabilities, and commitment to excellence make us the ideal engineering partner for businesses in Macarthur, Australian Capital Territory seeking a trusted and innovative collaborator. So why settle for anything less than the best? Let's build something remarkable together.