AI & Machine Learning Services for Oaklands Junction 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 Oaklands Junction 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 Oaklands Junction 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 Oaklands Junction 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts has been trusted by businesses across Oaklands Junction, Victoria, Australia and throughout the country to deliver reliable, innovative solutions that drive growth and success. As a local business ourselves, we understand the importance of supporting our community. That's why we're committed to serving businesses in Oaklands Junction, Victoria, Australia with the same level of dedication and expertise that we bring to national projects. Whether you're looking to improve operational efficiency, enhance product performance, or simply need trusted advisors to guide you through a complex engineering challenge, we've got you covered. With over two decades of experience, COletek has established itself as a trusted partner for businesses in Oaklands Junction, Victoria, Australia and beyond. Our innovative approach to engineering and product development has earned us a reputation for reliability, collaboration, and capability. We believe that the best solutions come from working closely with our clients to understand their unique needs and challenges. By operating throughout Oaklands Junction, Victoria, Australia, we're able to bring our expertise to businesses in your community, providing tailored support to help you overcome any engineering or product development hurdle. Whether you're an entrepreneur looking to launch a new venture or a business leader seeking to take your operations to the next level, we're here to guide you every step of the way. So why choose COLETEK for your Oaklands Junction, Victoria, Australia-based business? We offer more than just expertise – we bring innovation, creativity, and a passion for helping our clients succeed. When you partner with us, you can count on receiving world-class engineering and product development solutions that meet your unique needs and goals.