AI & Machine Learning Services for Main Beach 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 Main Beach 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 Main Beach 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 Main Beach 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 national player in the engineering and product development space, COLETEK has established itself as a go-to partner for businesses seeking innovative solutions to drive growth and success. With a strong reputation built over nearly two decades, we've had the privilege of working with companies of all sizes across various industries, including those based in Main Beach, Queensland, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, our capabilities extend beyond traditionalengineering boundaries. We're committed to bringing your ideas to life through collaborative efforts, leveraging cutting-edge techniques, and harnessing the latest technological advancements. Our experience and expertise enable us to tackle even the most complex challenges, ensuring that your projects receive the dedicated attention they deserve. COLETEK's unwavering commitment to reliability, capability, and collaboration has fostered long-standing relationships with clients across Main Beach, Queensland, Australia and beyond. Our team is comprised of talented individuals passionate about delivering tailored solutions that address specific business needs. Whether you're a local entrepreneur or an established enterprise, we understand the importance of having a trusted partner that can help navigate the ever-evolving demands of today's competitive landscape. As we continue to drive innovation, COletek remains firmly rooted in its dedication to serving businesses across Main Beach, Queensland, Australia, and throughout Australia. Our national presence enables us to provide localized support while offering the benefits of working with a renowned engineering and product development company. By partnering with COELTTEK, you can rest assured that your projects will be in capable hands, backed by years of experience and expertise in engineering and product development. As we build strong relationships with our clients, we're not just delivering solutions – we're fostering success.