AI & Machine Learning Services for Ingebirah 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 Ingebirah 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 Ingebirah 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 Ingebirah 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 business owner in the growing region of Ingebirah, New South Wales, Australia, you're no stranger to innovation and progress. With that same entrepreneurial spirit, we at COLETEK are dedicated to helping you achieve your goals through pioneering engineering solutions. For over two decades, our multidisciplinary team has been at the forefront of Australian engineering and product development, serving businesses across Ingebirah, New South Wales, Australia, and nationwide. COLETEK's commitment to delivering exceptional results is rooted in our shared values of reliability, collaboration, and capability. Our national reputation for excellence has earned us a trust with clients from diverse sectors, all seeking tailored solutions that propel their organizations forward. By partnering with us, you'll gain access to the expertise and resources needed to overcome complex engineering challenges. Our presence in Ingebirah, New South Wales, Australia allows us to stay intimately familiar with the unique needs of local businesses, leveraging our extensive experience in product development to serve industries such as manufacturing, construction, and more. We're proud to be based in Ingebirah, New South Wales, Australia, and operate throughout the region, providing unparalleled engineering support that benefits not just your organization but also the people and communities we serve. What sets us apart is our people-centric approach, recognizing that every business has distinct requirements and challenges. By fostering open communication and a deep understanding of your objectives, we'll work collaboratively to design, develop, and implement customized solutions that meet your specific needs. COLETEK's unwavering commitment to the highest standards of quality and safety ensures that our expertise translates into tangible results for your business. Ingebirah, New South Wales, Australia has witnessed unprecedented growth, and as a trusted partner, we're dedicated to supporting local businesses in this remarkable region. Whether you're looking to innovate products, enhance operational efficiency, or advance your organization's overall performance, COLETEK is the ideal partner to help you achieve your vision.