AI & Machine Learning Services for Redan 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 Redan 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 Redan 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 Redan 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.

For over two decades, COLETEK has established itself as a multidisciplinary Australian engineering and product development company that consistently delivers reliable and innovative solutions to businesses across Redan, Victoria, Australia. Our reputation for trust, collaboration, and technical expertise allows us to build strong relationships with clients from various industries, from manufacturing to services. At the heart of our success lies our commitment to understanding the specific needs of local businesses in cities like Redan, Victoria, Australia. By grasping the nuances of each industry and market, we create tailored approaches that drive results and growth. Our experience enables us to identify opportunities for improvement and harness advanced technologies to optimize processes, reduce costs, and enhance overall performance. As a trusted partner for businesses throughout Redan, Victoria, Australia and nationwide, COLETEK has developed an impressive portfolio of projects that demonstrate our capabilities and adaptability. From product development and design to testing and manufacturing, we support companies in various sectors with engineering expertise that drives innovation. Our approach is centered around collaboration, listening to clients' needs, and working together to find creative solutions that meet their unique challenges. By operating throughout Redan, Victoria, Australia, we ensure that our services are accessible to businesses of all sizes, providing them with the tools they need to stay competitive in a rapidly changing market. As you navigate the world of engineering and product development, you want a partner that can help you overcome obstacles and achieve your goals. At COLETEK, we take pride in our commitment to serving businesses across Redan, Victoria, Australia, offering expert guidance and reliable support every step of the way.