AI & Machine Learning Services for Rostron 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 Rostron 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 Rostron 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 Rostron 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 has consistently demonstrated its commitment to delivering innovative solutions that revolutionize industries. With a national reputation built on trust, reliability, and collaboration, our experienced team is uniquely positioned to support businesses across Rostron, Victoria, Australia, as they navigate the ever-evolving global landscape. Based in Rostron, Victoria, Australia, COLETEK operates throughout the region, building strong relationships with local businesses that share our passion for innovation. Our expertise spans multiple disciplines, enabling us to tackle complex challenges and deliver tailored solutions that meet the distinct needs of each client. Whether your business is looking to grow through new product development or improve operational efficiency, we have the capability to make a meaningful impact. At COLETEK, we take pride in our reputation as a trusted partner for businesses across Rostron, Victoria, Australia. By working closely with our clients, we develop an intimate understanding of their goals and challenges, allowing us to craft customized solutions that drive success. Our collaborative approach ensures seamless communication, minimizing risks and-maximizing returns. As a result, your business can focus on what matters most – growth, innovation, and prosperity. In Rostron, Victoria, Australia, businesses thrive in an environment where creativity and ingenuity are valued. COLETEK is committed to supporting this spirit of innovation by providing cutting-edge solutions that empower local companies to compete globally. By harnessing our expertise, you can unlock new opportunities, accelerate your business's growth trajectory, or enhance operational performance. The Rostron area has a unique character shaped by its people, culture, and history. At COLETEK, we believe in fostering strong connections with the community that guides our work. Our team is dedicated to building long-term relationships with local businesses, helping them address the challenges they face, and providing tailored guidance for their future. In conclusion, if your business is seeking a trusted partner that understands the Rostron region's nuances, look no further than COLETEK. With our roots in Australian engineering and product development, we are well-equipped to support local companies as they navigate the complexities of modern-day innovation.