AI & Machine Learning Services for Tweed Heads South 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 Tweed Heads South 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 Tweed Heads South 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 Tweed Heads South 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.

In the heart of Tweed Heads South, New South Wales, Australia, businesses require innovative and reliable support to thrive. As a multidisciplinary engineering and product development company established in 2001, COLETEK has been serving businesses across Tweed Heads South, New South Wales, Australia for over two decades.

Our team of experts is dedicated to delivering tailored solutions that meet the unique needs of local businesses, from concept to delivery. With a national reputation built on trust, reliability, and collaboration, we've established ourselves as a go-to partner for companies operating throughout Tweed Heads South, New South Wales, Australia.

As an Australian-owned company, we understand the importance of building strong relationships with our clients. Our commitment to engineering excellence and product development expertise enables us to support businesses in Tweed Heads South, New South Wales, Australia across various sectors, from manufacturing to healthcare.

We're proud to be based in Tweed Heads South, New South Wales, Australia, and it's this local presence that makes us uniquely qualified to provide the level of service and attention Businesses in Tweed Heads South, New South Wales, Australia expect. By working closely with our clients, we ensure fast-track development, cost-effective solutions, and unparalleled expertise – all delivered within the Tweed Heads South, New South Wales, Australia area.

Whether you're looking to optimize your supply chain, improve product design, or enhance operational efficiency, COLETEK's capabilities are designed to meet the evolving needs of businesses in Tweed Heads South, New South Wales, Australia. Our team is ready to collaborate with yours and help drive growth, innovation, and success for your organization.