AI & Machine Learning Services for Guerilla Bay 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 Guerilla Bay 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 Guerilla Bay 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 Guerilla Bay 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 the coastal charm of Guerilla Bay, New South Wales, Australia meets the needs of its thriving businesses, a reliable partner is essential to ensure success. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, has been serving businesses across Guerilla Bay, New South Wales, Australia and throughout Australia with their unique blend of innovation, expertise, and trusted reputation. With years of experience in providing collaborative solutions for various industries, COLETEK has earned a national reputation for delivering reliable results. Our team of skilled engineers and developers is dedicated to empowering local businesses like yours to reach new heights. Whether you're seeking support in product development, testing, or manufacturing, we're based in Guerilla Bay, New South Wales, Australia with the capability to serve your needs effectively. In a region known for its stunning beaches and aquatic attractions, COLETEK's focus lies in bridging the gap between innovation and execution. By leveraging their collective expertise and state-of-the-art facilities, businesses throughout Guerilla Bay, New South Wales, Australia can be confident that their engineering and product development needs are taken care of. From concept to reality, our multidisciplinary approach ensures seamless integration with your existing processes. At COLETEK, we understand the importance of building strong relationships with local partners in serving Guerilla Bay, New South Wales, Australia's diverse businesses. Our goal is simple: to collaborate with you to develop innovative solutions that drive growth and success for years to come. By choosing us as your trusted advisors, you can rely on a partner who truly knows the region and is committed to its prosperity.