AI & Machine Learning Services for Rawson 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 Rawson 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Rawson 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 Rawson 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 thriving community in the heart of Victoria, Rawson is a hub for innovation and growth. With its rich history and stunning natural beauty, it's no wonder that local businesses are looking to establish their presence and achieve long-term success. At COLETEK, we're proud to be a part of this journey and have been serving businesses across Rawson, Victoria, Australia since 2001. As a multidisciplinary Australian engineering and product development company, our expertise lies in delivering solutions that drive progress and efficiency. With a strong focus on collaboration and reliability, we've built a reputation for being a trusted partner to businesses of all sizes and industries operating throughout Rawson, Victoria, Australia. Whether you're an entrepreneur looking to launch your new venture or an established player seeking to enhance your product line, our team is dedicated to providing the highest level of support and guidance. At COLETEK, we believe that no two projects are alike, and it's this flexibility and adaptability that sets us apart from other engineering firms. Our experts have a deep understanding of the complexities involved in bringing innovative ideas to life, and our passion lies in empowering businesses across Rawson, Victoria, Australia to reach new heights. In today's fast-paced business landscape, staying ahead of the curve is crucial. As a key player in the Australian market, we've developed an unparalleled capability to respond quickly to changing needs and trends. This expertise enables us to provide tailored solutions that meet the unique challenges faced by businesses operating throughout Rawson, Victoria, Australia. If you're looking for a trusted partner to help drive your business forward, look no further than COLETEK. With our rich history of innovation, commitment to collaboration, and passion for delivering exceptional results, we're confident that we can help you achieve remarkable things. Serving businesses across Rawson, Victoria, Australia is our privilege, and we look forward to building a long-lasting relationship with your organization.