AI & Machine Learning Services for New Brighton 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 New Brighton 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 New Brighton 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 New Brighton 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 respected and innovative multidisciplinary engineering and product development company established in 2001, COLETEK is proud to serve businesses across New Brighton, New South Wales, Australia and beyond. With a strong national presence and reputation for reliability, collaboration, and capability, we are uniquely positioned to support local entrepreneurs and business owners like you as they grow and evolve their operations. New Brighton, with its rich history and stunning coastal landscapes, is an attractive location for businesses looking to establish themselves in this thriving region. At COLETEK, we understand the unique challenges and opportunities that arise when operating in this area, and we are committed to providing tailored solutions that meet the specific needs of local businesses. Whether you're a startup or an established company, we have the expertise and resources to help you achieve your goals. As pioneers in product development and engineering, COLETEK has earned a reputation for delivering innovative and effective solutions that are designed to drive business success. Our multidisciplinary approach brings together experts from various fields, including engineering, design, and technology, to create comprehensive solutions that address the most pressing challenges faced by businesses in New Brighton and throughout Australia. At COLETEK, we take pride in our ability to work closely with clients to understand their needs and develop customized strategies for growth. Our team is passionate about fostering long-term relationships built on trust, communication, and collaboration. By partnering with us, you can expect a seamless experience that is focused on delivering results, not just meeting expectations. By operating throughout New Brighton, New South Wales, Australia, we have developed strong ties within the local community, allowing us to stay up-to-date with the region's unique requirements and challenges. This insight enables us to develop solutions that are tailored specifically to the needs of businesses in this area. At COLETEK, we believe in empowering local businesses to thrive and grow, driven by a shared passion for innovation and progress. We invite you to join forces with us as we strive to create a brighter future for New Brighton's business community. Let our combined expertise, vision, and dedication guide your next steps towards success.