AI & Machine Learning Services for Queenscliff 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 Queenscliff 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 Queenscliff 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 Queenscliff 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 is proud to serve businesses across Queenscliff, New South Wales, Australia. Since our inception in 2001, we've built a reputation for delivering innovative solutions that drive results. Our multidisciplinary team of experts operates from our base in Queenscliff, New South Wales, Australia, and has worked with clients nationwide. Based in this charming coastal town, COLETEK is well-positioned to support local businesses seeking engineering expertise. We understand the unique challenges faced by companies operating in this region and are committed to providing tailored solutions that meet their specific needs. Our team's wealth of experience in product development and engineering ensures that we can help Queenscliff-based businesses overcome any hurdle, from product design to commercialization. At COLETEK, we don't just offer technical expertise – we're dedicated partners who take the time to fully comprehend our clients' goals and challenges. By fostering strong relationships with local businesses, we've earned a reputation for reliability, collaboration, and capability. Whether you're seeking advice on innovative product development or looking to enhance your operations through engineering-driven solutions, we're here to help. In Queenscliff, New South Wales, Australia, COLETEK is the go-to partner for businesses seeking trusted guidance and cutting-edge solutions. Whether you're an established player or a start-up looking to make a mark on the market, our team is committed to helping you achieve your goals. So why settle for anything less when you can have the very best? Let COLETTEK's local expertise be your foundation for success.