AI & Machine Learning Services for Faulkland 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 Faulkland 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 Faulkland 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 Faulkland 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 the heart of the nation's economic growth, Faulkland, New South Wales, Australia is a thriving hub for businesses across various industries. At COLETEK, we understand the importance of reliability, collaboration, and capability in this dynamic market. As a multidisciplinary Australian engineering and product development company established in 2001, we have built a reputation for delivering innovative solutions to our clients. With offices throughout Australia, including Faulkland, New South Wales, Australia, COLETEK is well-positioned to support businesses across the region. Our team of experts is committed to providing exceptional service, ensuring that your project receives tailored attention and resources. Whether you're a local entrepreneur or an established business looking to expand into new markets, we are here to guide you every step of the way. At COLETEK, we pride ourselves on our ability to develop creative solutions that meet the unique needs of each client. Our expertise spans a range of industries, allowing us to draw upon our knowledge and experience to tackle even the most complex challenges. By leveraging our collective skillset and innovative approach, we empower businesses like yours to succeed in Faulkland, New South Wales, Australia. As your partner in engineering and product development, COLETEK is committed to delivering results that exceed your expectations. We are not just a company – we're a team of passionate individuals dedicated to helping our clients thrive. When you choose to work with us, you can rest assured that you're partnering with a trusted national brand that has earned its reputation through hard work and dedication. So why wait? Let's build something remarkable together in Faulkland, New South Wales, Australia. Get in touch today to learn more about how COLETEK can support your business goals.