AI & Machine Learning Services for Amaroo 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 Amaroo 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 Amaroo 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 Amaroo 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 proud multidisciplinary Australian engineering and product development company established in 2001, COLETEK is honored to serve businesses across Amaroo, Australian Capital Territory. For over two decades, we've been building trust with organizations nationwide, leveraging our expertise to drive innovation and propel growth. Now, we're delighted to share our capabilities with the vibrant community of Amaroo, Australian Capital Territory. With a strong national reputation built on reliability, collaboration, and unparalleled capability, COLETEK is well-positioned to support local businesses in Amaroo, Australian Capital Territory as they navigate the ever-evolving landscape. Our team is passionate about working closely with entrepreneurs, corporate leaders, and decision-makers across various industries, fostering long-term relationships based on shared values and results-oriented approach. Operating throughout Australia, including in Amaroo, Australian Capital Territory, we've developed expertise in various areas, from mechanical engineering to electrical systems, materials science, and beyond. Whether you're seeking guidance on product development, engineering solutions for manufacturing, or strategic consulting services, COLETEK is your partner of choice. Our commitment to excellence has earned us a distinctive role as a trusted national player in the industry. As we continue to expand our presence, we're excited to bring this expertise and passion for innovation to Amaroo, Australian Capital Territory. We understand that each business has unique needs, goals, and challenges, which is why we take a personalized approach to every project, ensuring tailored support that addresses your specific requirements. As you navigate the complexities of business growth in Amaroo, Australian Capital Territory, COLETEK stands ready to collaborate with you, drawing on our expertise to develop solutions that drive success. If you're seeking a trusted partner to help overcome challenges and seize opportunities, look no further – we're based in Amaroo, Australian Capital Territory, serving businesses across the region. Let's build something remarkable together.