AI & Machine Learning Services for Shannon Vale 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 Shannon Vale 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 Shannon Vale 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 Shannon Vale 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 have a deep understanding of the unique challenges facing businesses in Shannon Vale, New South Wales, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, our team is well-equipped to provide tailored solutions for the local market.

Innovative companies like yours deserve trusted partners who can deliver reliable results. That's what we do at COLETEK - building long-term relationships with businesses across Shannon Vale, New South Wales, Australia, and beyond. We've helped numerous organizations in various sectors achieve their goals through our collaborative approach, cutting-edge expertise, and unwavering commitment to quality.

Our engineers are passionate about turning ideas into reality, and we take pride in being a vital part of the innovation ecosystem in Shannon Vale, New South Wales, Australia. Whether you're looking to improve an existing process, develop new products, or drive growth through digital transformation, our team is here to support your journey every step of the way.

As COLETEK operates throughout Australia - with a solid presence in Shannon Vale, New South Wales, Australia and beyond - we understand the importance of adapting to local conditions and regulatory frameworks. Our extensive experience in various industries allows us to provide valuable insights and guidance tailored to your specific needs.

We believe that by working together, we can unlock new possibilities for businesses like yours. That's why we're always eager to engage with entrepreneurs, innovators, and industry leaders based in Shannon Vale, New South Wales, Australia. At COLETEK, we're not just engineers - we're innovators, collaborators, and trusted partners dedicated to helping you achieve remarkable things.