AI & Machine Learning Services for Terrigal 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 Terrigal 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 Terrigal 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 Terrigal 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 sun rises over the picturesque Terrigal coastline, businesses are gearing up to tackle new challenges and seize opportunities. With over two decades of experience in engineering and product development, COLETEK is proud to serve as a trusted partner for companies like yours in this vibrant region of New South Wales, Australia. COLETEK is more than just an Australian company – we're a multidisciplinary force dedicated to innovation and collaboration. Our national reputation is built on reliability, trust, and expertise gained from working with clients across industries and regions. Based in Terrigal, New South Wales, Australia, we operate throughout the country, ensuring that our unique approach can benefit businesses just like yours. What sets us apart? COLETEK's team of skilled engineers and product developers understands that every business is unique, with its own set of challenges and opportunities. We take a comprehensive approach to engineering and product development, combining creativity, technical expertise, and market insights to deliver exceptional results. Our commitment to Terrigal and surrounding businesses means that we're deeply invested in the local community's success. From concept design through prototyping and production, our team brings passion and dedication to every project. By partnering with us, you can draw upon COLETEK's collective expertise and experience in engineering and product development – leveraging our capabilities to accelerate your growth, improve your products or services, and drive innovation in Terrigal, New South Wales, Australia. With a deep understanding of the local market and region, COLETEK is well-positioned to support businesses across Terrigal, New South Wales, Australia as they navigate the complexities of engineering and product development. We're committed to delivering tangible results that make a real difference in your company's performance and growth. As you set your sights on new goals and opportunities in Terrigal, New South Wales, Australia, know that COLETEK is here to guide you every step of the way. Join forces with us, and experience the power of engineering innovation firsthand.