AI & Machine Learning Services for Mooral Creek 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 Mooral Creek 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 Mooral Creek 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 Mooral Creek 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Mooral Creek, New South Wales, Australia. With a strong foundation of experience, innovation, and collaboration, we're committed to helping local companies like yours thrive. Located in the heart of Australia's eastern seaboard, Mooral Creek and surrounding areas are home to a diverse range of businesses. At COLETEK, we understand the unique challenges these organizations face and have dedicated our resources to providing tailored engineering solutions that drive success. Whether you're developing new products, modernizing infrastructure, or streamlining operations, you can count on us to deliver reliable, effective, and innovative support. With a national reputation built on trust, integrity, and a passion for problem-solving, COLETEK has become the go-to partner for businesses operating throughout Mooral Creek, New South Wales, Australia. Our multidisciplinary team brings together expertise from multiple fields, allowing us to tackle complex projects with ease and confidence. By drawing upon our collective knowledge and experience, we consistently deliver results that exceed expectations. As a local business ourselves, we understand the importance of community and the value of partnering with organizations that share your values and commitment to excellence. At COLETEK, we're dedicated to serving businesses across Mooral Creek, New South Wales, Australia with unwavering enthusiasm and professionalism. We believe in building lasting relationships based on trust, open communication, and a shared desire for success. If you're looking for an engineering partner that will work tirelessly to understand your unique needs and develop innovative solutions tailored specifically to your business goals, you've come to the right place. With COLETEK's expertise at your disposal, you'll be well-equipped to tackle even the most pressing challenges and achieve your objectives with confidence. So why wait? Let us help you build something remarkable together.