AI & Machine Learning Services for Waterview 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 Waterview 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 Waterview 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 Waterview 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With our team of experienced engineers and experts, we've built a reputation for delivering reliable solutions that bring real value to businesses throughout Australia. And as a trusted partner in Waterview, New South Wales, Australia, we're committed to helping local businesses thrive. As the heart of regional Australia, Waterview is a hub of agricultural production, manufacturing, and services that rely on innovation and technical expertise. Our team is dedicated to supporting these industries by providing cutting-edge engineering solutions that address unique challenges and opportunities. By partnering with COLETEK, businesses in Waterview can tap into our collective knowledge, creativity, and problem-solving skills to drive growth and success. Over the past two decades, we've developed a national reputation for delivering game-changing products and services that meet the needs of Australian industries. Our team has worked with some of the country's most prominent organizations, from top-tier manufacturers to innovative startups. And as we continue to evolve and adapt to changing market conditions, we're committed to serving businesses across Waterview, New South Wales, Australia and throughout the nation. What sets COLETEK apart is our passion for collaboration and capability. We don't just bring our technical expertise to the table; we work closely with clients to understand their unique needs and goals. Whether it's product design, testing, or manufacturing, we're dedicated to delivering tailored solutions that meet the highest standards of quality and reliability. For businesses in Waterview, New South Wales, Australia looking for a partner that can help them drive innovation and growth, COLETEK is the ideal choice. Our team has the skills, expertise, and local knowledge to support your organization's needs, from conceptualization to delivery. We're proud to operate throughout Australia, including Waterview, New South Wales, Australia, and we look forward to working with you.