AI & Machine Learning Services for Catalina 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 Catalina 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 Catalina 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 Catalina 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 with over two decades of experience innovating solutions for businesses across Catalina, New South Wales, Australia. As a trusted partner, we've established ourselves as a reliable and collaborative partner for local enterprises seeking expert guidance and cutting-edge technologies. Founded in 2001, COLETEK has grown to become a respected leader in the Australian engineering industry, committed to serving businesses across Catalina, New South Wales, Australia, and beyond. Our multidisciplinary team of engineers, scientists, and innovators brings together expertise from various fields, enabling us to tackle complex problems with creative solutions. As a company based in Catalina, New South Wales, Australia, we're uniquely positioned to understand the specific needs and challenges faced by local businesses and industries. With COLETEK, you can count on seasoned professionals committed to delivering outstanding results. By leveraging our collective knowledge and experience, we empower clients to overcome obstacles and seize opportunities. Our approach is centered around collaboration, open communication, and a relentless focus on meeting the unique requirements of each project. Whether it's addressing operational challenges or driving innovation, COLETEK is dedicated to partnering with businesses across Catalina, New South Wales, Australia to achieve their goals. By working with COLETEK, you'll benefit from our capability to deliver engineered solutions that drive real value for your business. Our team operates throughout the development lifecycle, ensuring seamless integration and optimal performance of products and services tailored to meet the specific needs of businesses in Catalina, New South Wales, Australia. If you're looking for trustworthy engineering expertise to help propel your organization forward, we invite you to explore our capabilities further. With COLETEK, you'll find a trusted partner committed to delivering exceptional results, from development to implementation and beyond.