AI & Machine Learning Services for Coolangatta 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 Coolangatta 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 Coolangatta 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 Coolangatta 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.

Established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company with a reputation for innovation, reliability, and collaboration. With our headquarters based in Coolangatta, New South Wales, Australia, we proudly serve businesses across the region, including those in the heart of Coolangatta. As a trusted partner to numerous organizations nationwide, COLETEK has earned its position as a go-to provider of engineering expertise. Our team of skilled professionals draws upon vast experience and collective knowledge to deliver tailored solutions that meet the unique needs of each client. By doing so, we empower businesses in Coolangatta, New South Wales, Australia, and beyond to achieve success through innovative problem-solving, efficient product development, and effective manufacturing processes. What sets us apart is our capacity for multidisciplinary thinking. We understand that engineering is not a one-size-fits-all solution. Rather, we work closely with clients from various industries, embracing the complexities of their respective challenges. This synergy enables us to develop forward-thinking products that meet the changing demands of modern markets. At COLETEK, we pride ourselves on our ability to operate throughout Australia, leveraging our national footprint to support businesses in Coolangatta, New South Wales, Australia, just as effectively as those in other regions. Our team is well-versed in the intricacies of local regulations, industries, and market conditions, allowing us to deliver tailored solutions that cater to specific needs. Throughout our history, COLETEK has cultivated strong relationships with clients, built upon a foundation of trust, reliability, and exceptional collaboration. We firmly believe that partnerships should be mutually beneficial, fostering growth through shared knowledge, expertise, and resources. By working together, we can overcome the most pressing engineering challenges, drive innovation, and create remarkable products that make a meaningful impact. So why choose COLETEK for your next engineering project? Simply put, we excel at what we do – providing world-class engineering solutions that meet the evolving needs of businesses across Coolangatta, New South Wales, Australia. Our team is passionate about engineering and driven by the pursuit of excellence, making us the trusted partner you can rely on for success.