AI & Machine Learning Services for Rocklyn 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 Rocklyn 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 Rocklyn 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 Rocklyn 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 trusted multidisciplinary Australian engineering and product development company established in 2001, COLETEK is committed to empowering businesses across Rocklyn, Victoria, Australia to achieve their goals through innovative engineered solutions. Our experience spans two decades, with an impressive track record of collaborating with local industries to deliver cutting-edge products and services that drive success. With our strong national reputation built on reliability, capability, and trustworthiness, COLETEK operates throughout Australia to support businesses in Rocklyn, Victoria, Australia from various sectors. We understand the unique challenges faced by local entrepreneurs, small-to-medium-sized enterprises (SMEs), and corporate leaders alike. As a result, we tailor our approach to cater to the distinct needs of each client, tailoring engineering solutions that accelerate growth, drive efficiency, and boost profitability. Our local presence in Rocklyn, Victoria, Australia enables us to form close relationships with clients, fostering open communication and collaboration. This proximity allows us to respond quickly to the evolving demands of regional businesses, ensuring seamless implementation of our engineered solutions within tight timelines. By leveraging our expertise and comprehensive engineering capabilities, we empower Rocklyn-based organizations to stay ahead in a rapidly changing marketplace. Whether you're an ambitious startup, a growth-oriented SME, or a forward-thinking corporate looking to scale your operations, COLETEK is the trusted partner to support your ambitions. With our multidisciplinary expertise spanning multiple industries and sectors, we can help you overcome any engineering challenge confronting your Rocklyn-based business. So why wait? Partner with COLETEK today to unleash the transformative power of engineering innovation, tailored specifically for businesses located in Rocklyn, Victoria, Australia. Together, let's build a brighter future for our community, grounded on innovative problem-solving and shared success.