AI & Machine Learning Services for Rokewood 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 Rokewood 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 Rokewood 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 Rokewood 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.

For over two decades, COLETEK has been a trusted partner for businesses in Rokewood, Victoria, Australia and across Australia. As a multidisciplinary engineering and product development company established in 2001, we've built our reputation on delivering innovative solutions that empower clients to achieve their goals.

With our headquarters based in Rokewood, Victoria, Australia, we're uniquely positioned to serve businesses across the region. Our team of experts shares a passion for collaboration and a commitment to reliability, ensuring that every project is executed with precision and excellence. Whether you're looking to launch a new product or enhance your existing operations, COLETEK's capabilities make us an ideal choice as your engineering partner.

Our experience spans multiple industries and markets, allowing us to bring fresh perspectives and creative problem-solving skills to every challenge we face. Moreover, our national presence enables us to operate efficiently throughout Australia, including Rokewood, Victoria, Australia, where we're proud to support local businesses and contribute to the region's economic growth.

At COLETEK, we understand that our clients' success is closely tied to ours. That's why we foster long-term relationships built on trust, open communication, and a shared desire for excellence. By partnering with us, you can rest assured that your project will be handled by experienced professionals who truly care about delivering outstanding results.

As you consider your engineering needs, remember that COLETEK is more than just a supplier of services – we're your trusted partner for innovation and growth. Whether you're located in Rokewood, Victoria, Australia or elsewhere across the country, our team is ready to collaborate with yours and help drive your success.