AI & Machine Learning Services for Waverly 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 Waverly 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 Waverly 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 Waverly 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 local business owner or technical decision-maker in Waverly, New South Wales, Australia, you understand the importance of partnering with a reliable and innovative engineering partner to drive your organization's success. With COLETEK, you can trust that you're working with a multidisciplinary Australian engineering and product development company established in 2001, backed by a national reputation for delivering exceptional outcomes. From our base in Waverly, New South Wales, Australia, we've had the privilege of serving businesses across this region and throughout Australia. Our team of experts has a deep understanding of the unique challenges and opportunities facing companies like yours, and we're committed to applying our extensive experience and capabilities to help you achieve your goals. As an engineering company at heart, we bring a collaborative approach that encompasses not just technical expertise but also a passion for innovation, customer-centricity, and long-term relationships. We've earned our reputation as a trusted partner by consistently delivering reliable, tailored solutions that meet the specific needs of businesses like yours. Whether you're looking to launch new products, optimize processes, or overcome complex technical challenges, we're here to support your success. As a local business in Waverly, New South Wales, Australia, you deserve a partner that not only understands your market but also shares your values and commitment to the community. We're proud to be an integral part of the region's economic fabric, and we're dedicated to using our skills and expertise to help foster growth, innovation, and prosperity. At COLETEK, we believe in building strong relationships based on trust, open communication, and a shared vision for success. Our team is committed to providing you with the highest level of service, support, and technical excellence as we work together to achieve your goals. So why settle for anything less when you can partner with a trusted engineering company like COLETEK?