AI & Machine Learning Services for Mondayong 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 Mondayong 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 Mondayong 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 Mondayong 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 businesses in Mondayong, New South Wales, Australia strive to innovate and grow, they need trusted partners who can help them bring their vision to life. For over two decades, COLETEK has been a leading multidisciplinary Australian engineering and product development company, established in 2001. With a strong national reputation built on reliability, collaboration, and capability, we're proud to support businesses like yours across Mondayong, New South Wales, Australia. Our team of experts is dedicated to working closely with our clients to understand their unique needs and challenges. Whether you're looking to improve an existing product or develop a new one, COLETEK's multidisciplinary approach brings together the best minds in engineering, design, and manufacturing to deliver innovative solutions that drive results. Based in Mondayong, New South Wales, Australia, we're perfectly positioned to support businesses in this region while also serving clients nationally. At COLETEK, we take pride in our ability to navigate complex problems and bring a sense of creativity and imagination to even the most challenging projects. By leveraging our extensive experience and expertise, we can help your business stay ahead of the curve and capitalize on new opportunities. Whether you're looking to improve operational efficiency, develop cutting-edge products, or enhance customer experiences, COLETEK is well-equipped to support you every step of the way. Across Mondayong, New South Wales, Australia and throughout our nation, we've built a reputation for being a trusted partner in engineering and product development. Our commitment to collaboration, innovation, and reliability has earned us the confidence of businesses in various sectors, from manufacturing and technology to healthcare and beyond. With COLETEK on your side, you can rely on receiving expert advice, timely project delivery, and cost-effective solutions that meet your unique needs. So why choose COLETEK for your engineering and product development needs? Simply put, we're a trusted partner who brings a depth of knowledge, experience, and expertise to the table. With our roots firmly planted in Mondayong, New South Wales, Australia, we're committed to supporting local businesses like yours while also serving clients nationally. Now is the perfect time to take your business to the next level with COLETEK's trusted guidance and support. Let's build something remarkable together.