AI & Machine Learning Services for Ravenswood South 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 Ravenswood South 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 Ravenswood South 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 Ravenswood South 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Ravenswood South, Victoria, Australia, by delivering customized solutions that drive innovation and growth. With years of experience in the industry, we've built a reputation as a trusted partner for companies seeking reliable expertise to overcome complex challenges. Operating throughout Ravenswood South, Victoria, Australia, our team of experts has spent decades honing their skills and staying abreast of the latest technological advancements. This enables us to provide collaborative engineering and product development services that are tailored to meet the specific needs of local businesses. Whether you're looking to streamline operations, improve efficiency, or simply innovate, we're committed to working closely with you to achieve your goals. At COLETEK, we understand the distinct needs and challenges facing companies in Ravenswood South, Victoria, Australia. Our experienced professionals are well-versed in the unique market conditions, regulatory requirements, and industry trends that shape your business. By leveraging our deep understanding of local and national markets, combined with our multidisciplinary expertise, we help businesses thrive. When you partner with COLETEK for your engineering and product development needs, you can rest assured that you'll receive exceptional support throughout every stage of your project. Our collaborative approach fosters strong relationships built on trust, reliability, and open communication. Whether you're looking to develop a new product, upgrade existing systems, or address emerging challenges, our team is dedicated to delivering tailored solutions that meet your specific needs. Based in Ravenswood South, Victoria, Australia, COLETEK is committed to supporting local businesses, working closely with each client to achieve their unique goals and objectives. With years of experience serving companies across the region, we're confident in our ability to bring value to your business.