AI & Machine Learning Services for Four Corners 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 Four Corners 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 Four Corners 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 Four Corners 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.

At COLETEK, we understand the unique challenges and opportunities faced by businesses in Four Corners, New South Wales, Australia. With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, we've earned our reputation for delivering innovative, reliable, and collaborative solutions that drive growth. Through our expertise in engineering and product development, we're dedicated to serving businesses across Four Corners, New South Wales, Australia, providing capabilities that support their operations and help them succeed. Our team of experts operates throughout Four Corners, New South Wales, Australia, building strong relationships with local businesses and organizations. We pride ourselves on being a trusted partner for companies seeking practical, effective solutions that meet their unique needs. By leveraging our extensive knowledge and experience in engineering and product development, we're well-equipped to support the diverse range of industries operating in Four Corners, New South Wales, Australia. COLETEK's commitment to collaboration and capability ensures that our clients receive tailored, integrated solutions that meet their specific requirements. Whether you're a local business or organization looking to streamline operations, increase productivity, or drive innovation, we're here to support your goals. Our team of experts will work closely with you to understand your needs and develop custom solutions that drive results. Based in Four Corners, New South Wales, Australia, COLETEK is well-positioned to provide expert engineering and product development services to businesses throughout the region. With a national reputation built on our ability to deliver innovative, reliable, and effective solutions, we're confident in our capacity to support the unique needs of businesses operating in Four Corners, New South Wales, Australia. If you're looking for a trusted partner to help drive your business forward, look no further than COLETEK. Let us bring our expertise in engineering and product development to bear on your challenges – serving businesses across Four Corners, New South Wales, Australia, we're here to help you succeed.