AI & Machine Learning Services for Bar 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 Bar 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 Bar 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 Bar 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 name in Australian engineering and product development, COLETEK is proud to serve businesses across Bar Beach, New South Wales, Australia. With our multidisciplinary team established since 2001, we have built a reputation for delivering innovative solutions that drive results. Our commitment to collaboration, reliability, and capability has earned us a trusted national presence, and we're excited to bring these strengths to your local business. At COLETEK, we're not just engineers – we're problem-solvers with a deep understanding of the challenges facing businesses in Bar Beach, New South Wales, Australia. By combining our technical expertise with your industry insights, we can develop tailored solutions that help you overcome obstacles and seize opportunities. Whether you're navigating regulatory hurdles or seeking to improve operations efficiency, our team is equipped to support your unique needs. What sets us apart? Our commitment to putting people first. We believe in fostering strong relationships with our clients, built on trust, transparency, and open communication. By working closely together, we can ensure that our solutions align with your goals and objectives, driving long-term success for your business. Our team is based in Bar Beach, New South Wales, Australia, and operates throughout the region, so you can be assured of localised expertise and proximity to your operations. We're proud to support businesses from Port Stephens to Newcastle and beyond, helping them thrive in an ever-changing landscape. At COLETEK, we know that every business is unique, with its own set of challenges and opportunities. By approaching each project with a collaborative mindset and a focus on delivering tailored solutions, we're empowering local entrepreneurs and leaders to build remarkable businesses that drive economic growth and community development.