AI & Machine Learning Services for Shannonvale 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 Shannonvale 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 Shannonvale 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 Shannonvale 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 the heartbeat of Victoria's rural regions, Shannonvale is a thriving community that proudly calls its rich agricultural land home. As you navigate the fields and farmland, you'll encounter a diverse range of businesses driving growth and progress in this picturesque part of Australia. At COLETEK, we're committed to empowering these very same businesses with innovative engineering solutions that drive success. Established in 2001 as a multidisciplinary Australian engineering and product development company, our national reputation for reliability and collaboration has earned us the trust of clients from Shannonvale, Victoria, Australia right across the country. For over two decades, we've had the privilege of partnering with local businesses to address their most pressing challenges – whether it's streamlining operations, enhancing products or developing new markets. What sets us apart is our ability to understand the unique needs of industries like agriculture, manufacturing and beyond. By combining our expertise in engineering and product development, we provide Shannonvale-based businesses like yours with a competitive edge. Our commitment to delivering exceptional outcomes has earned us a reputation as a go-to partner for engineering expertise that gets results. In reality, this means delivering projects on-time, on-budget, and tailored to meet the specific needs of your Shannonvale business. Whether you're looking to develop new products, optimize processes or enhance performance – our multidisciplinary approach ensures every solution is carefully considered to provide the greatest value to your operation. So why partner with COLETEK? We believe that by working together, we can create remarkable things that leave a lasting impact on Shannonvale and beyond. Our passion for innovative engineering solutions drives everything we do, from concept to deployment. And it's this dedication that has earned us a national reputation as one of Australia's most trusted engineering and product development companies. If you're ready to take your Shannonvale business to the next level with innovative engineering solutions you can trust – get in touch today! Our friendly team based in Shannonvale, Victoria, Australia is here to help you seize new opportunities and build a brighter future.