AI & Machine Learning Services for Orange 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 Orange 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 Orange 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 Orange 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 long-standing multidisciplinary engineering and product development company, COLETEK has gained a national reputation for delivering innovative solutions that meet the unique needs of businesses across Orange, New South Wales, Australia. Our team of experts has been based in Orange, New South Wales, Australia since 2001, allowing us to build strong relationships with local entrepreneurs and corporate leaders. COLETEK is proud to have served numerous businesses operating throughout Orange, New South Wales, Australia, providing them with the reliability, collaboration, and capability they need to succeed. Our team approach allows us to understand the specific challenges faced by businesses in this area, from supply chain management to process optimization. We take pride in crafting solutions that address these needs, ultimately driving growth and profitability. As a trusted partner, COLETEK has established itself as a go-to provider of engineering and product development expertise for businesses across Orange, New South Wales, Australia. Our comprehensive understanding of the local market, combined with our extensive knowledge of industry best practices, enables us to deliver tailored solutions that cater to the distinct needs of businesses in this region. Operating throughout Orange, New South Wales, Australia, COLETEK prides itself on being agile and responsive to the changing needs of its clients. We continuously invest in training and professional development to ensure our team remains at the forefront of innovation and technical expertise. This commitment to excellence allows us to provide world-class solutions that drive real results for businesses across Orange, New South Wales, Australia. Whether you're looking to improve operational efficiency, optimize resources, or develop new products, COLETEK is here to support your growth ambitions. Our team is passionate about delivering exceptional outcomes and collaborating with business leaders in Orange, New South Wales, Australia to create remarkable results.