AI & Machine Learning Services for Casuarina 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 Casuarina 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 Casuarina 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 Casuarina 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.

Since 2001, COLETEK has been serving businesses across Casuarina, New South Wales, Australia with unparalleled expertise and innovative engineering solutions. As a multidisciplinary Australian company established in the turn of the millennium, we've built a reputation as trusted advisors and collaborators. Our foundation lies in product development and engineering excellence, ensuring that every project is carefully crafted to meet the unique needs of local businesses. This region, Casuarina, New South Wales, Australia, has witnessed our team's dedication to making a positive impact. By working side-by-side with entrepreneurs, innovators, and leaders like you, COLETEK helps bridge the gap between creativity and commercial viability. What sets us apart from your average engineering firm is our relentless pursuit of innovation. Our in-house experts, based in Casuarina, New South Wales, Australia, push the boundaries of what's possible by combining cutting-edge technology with timeless problem-solving skills. Whether you're an emerging start-up or a well-established enterprise, we'll work closely with you to achieve your vision. Our capabilities extend far beyond the walls of our operating space here in Casuarina, New South Wales, Australia, though. Our national reputation is built on years of delivering reliable and timely results for businesses of all sizes across this beautiful region. From concept to completion, we're committed to ensuring that every project is a resounding success. What can COLETEK do for your business? By collaborating with our team based in Casuarina, New South Wales, Australia, you'll gain access to trusted experts who can guide you through the challenges of growth and expansion. Our focus lies in fostering long-term relationships, ensuring that every interaction, whether it's a consultation or ongoing support, is built on mutual respect, trust, and results. As local business owners, we understand the value of proximity and community involvement. That's why COLETEK continues to invest in this vibrant region, serving companies across Casuarina, New South Wales, Australia with engineering excellence and unwavering dedication. Whether you're looking for trusted advisors, innovative solutions, or reliable support, our door is always open.