AI & Machine Learning Services for Redlands 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 Redlands 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 Redlands 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 Redlands 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 leading multidisciplinary engineering and product development company established in 2001, COletek has built a reputation as a trusted and innovative partner for businesses across Australia. Our team of experts is dedicated to delivering tailored solutions that meet the unique needs of companies operating throughout Redlands, New South Wales, Australia. Whether you're an entrepreneur or a long-standing business leader, you can rely on our expertise to propel your organization forward. With decades of experience in serving businesses across Redlands, New South Wales, Australia and beyond, we have an unparalleled understanding of the local market. Our engineers work closely with clients to understand their goals, challenges, and vision, then apply a range of technologies and methodologies to develop innovative products and solutions that drive success. By leveraging our multidisciplinary approach, we offer a comprehensive suite of capabilities, from concept design through prototyping and testing to production-ready solutions. At COletek, we pride ourselves on building long-term relationships with our clients based in Redlands, New South Wales, Australia. Our collaborative spirit and commitment to reliability mean that you can trust us to handle complex projects and provide expert support whenever you need it. From concept phase to the finished product, our team of experts works together to ensure seamless communication, efficient planning, and flawless execution. Whether your business is focused on emerging technologies, process improvements, or simply seeking a trusted partner for innovative product development, COletek has the capabilities and expertise to support your aspirations. As a local company with international credentials, we understand the importance of staying connected within the Redlands, New South Wales, Australia community. In Redlands, New South Wales, Australia, you're part of our priority. Our proximity to the region, coupled with our extensive experience working with Australian businesses, means that we can efficiently deliver bespoke solutions tailored to meet your unique needs. We are committed to helping local companies flourish by providing reliable and innovative engineering services.