AI & Machine Learning Services for Loy Yang 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 Loy Yang 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Loy Yang 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 Loy Yang 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across Loy Yang, Victoria, Australia. With a strong track record of delivering innovative solutions that drive success, we're proud to support local companies in this thriving region. Based in Loy Yang, Victoria, Australia, our team of experts is dedicated to leveraging their collective knowledge and experience to benefit clients throughout Australia. By combining cutting-edge technology with time-tested engineering principles, we're able to provide customized solutions tailored to meet the unique needs of businesses operating in various industries. At COLETEK, we understand that every business has its own distinct challenges and opportunities. That's why we take a collaborative approach to engineering and product development, working closely with clients like you to understand their goals, identify areas for improvement, and develop effective strategies for achieving them. Whether you're looking to optimize processes, enhance performance, or stay ahead of the competition, our multidisciplinary team is equipped to help. As local engineers and product developers, we have a deep understanding of the regional market dynamics, industry trends, and regulatory requirements that shape the business landscape in Loy Yang, Victoria, Australia. This insight enables us to develop solutions that are not only effective but also adapted to the specific needs and realities of this area. COLETEK is committed to building long-term relationships with our clients, fostering open communication, and delivering reliable results. By choosing COLETEK as your trusted engineering and product development partner, you can rely on getting personalized attention, meticulous detail, and a reputation for excellence that spans multiple industries and regions throughout Australia. So why settle for anything less when you can have the best? Let COLETEK use our expertise, innovation, and passion to help drive your business forward. Operating throughout Australia, we're well-positioned to support businesses across Loy Yang, Victoria, Australia, with tailored solutions that meet their unique needs and goals.