AI & Machine Learning Services for The Brothers 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 The Brothers 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 The Brothers 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 The Brothers 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 region steeped in rich history and culture, The Brothers, New South Wales, Australia is an extraordinary place to base your business. With its unique blend of natural beauty, community spirit, and entrepreneurial drive, this area presents a wealth of opportunities for growth and development. At COLETEK, we're passionate about supporting local businesses like yours, helping you overcome challenges, and achieving your vision. With over two decades of experience, innovation is at the core of everything we do. Founded in 2001 as a multidisciplinary Australian engineering and product development company, COLETEK has earned a reputation as a trusted national partner for organizations seeking collaborative, reliable, and capable solutions. Our team takes pride in their work, committed to delivering exceptional results that exceed your expectations. Throughout The Brothers, New South Wales, Australia, and across the nation, we've had the privilege of working with businesses from diverse sectors, tailoring our expertise to meet their varying needs. This local knowledge and understanding enable us to develop solutions that not only address immediate challenges but also position your organization for long-term success. At COLETEK, we're dedicated to building strong relationships, fostering trust, and driving innovation. Our commitment is to be a trusted partner for businesses like yours in The Brothers, New South Wales, Australia, as well as throughout Australia. We believe that by combining our expertise with your existing strengths, we can create remarkable outcomes that propel your organization forward. Whether you're seeking to optimize operations, enhance products or services, or simply stay ahead of the competition, COLETEK is here to support your journey. By leveraging our collective know-how and experience in engineering and product development, we'll work closely with you to develop tailored solutions that bring value to your business and the community.