AI & Machine Learning Services for Tyrrell 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 Tyrrell 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 Tyrrell 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 Tyrrell 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 trusted and experienced multidisciplinary Australian engineering and product development company established in 2001, we at COLETEK pride ourselves on delivering cutting-edge solutions to local businesses across Tyrrell, Victoria, Australia. For over two decades, our national reputation has been built on a foundation of reliability, collaboration, and capability – making us the trusted partner for ambitious entrepreneurs and innovators based in Tyrrell, Victoria, Australia. With operations throughout Australia, including Tyrrell, Victoria, Australia, we understand the unique challenges and opportunities faced by businesses operating in this region. Our team is dedicated to partnering with local businesses like yours to develop innovative products and solutions that drive growth, increase efficiency, and solve real-world problems. By serving businesses across Tyrrell, Victoria, Australia, we have developed a deep understanding of the local industry landscape and are well-equipped to support your goals. At COLETEK, we don't just talk about innovation – we live it every day. Our multidisciplinary approach combines engineering expertise with design thinking, enabling us to tackle complex challenges head-on. This collaborative spirit allows us to seamlessly integrate with our clients' in-house teams, facilitating smooth project execution and ensuring successful outcomes. Whether you're a startup looking to disrupt the status quo or an established business seeking to enhance your offerings, we at COLETEK are committed to helping you build something remarkable. By leveraging our expertise in engineering and product development, we can help you overcome obstacles, seize new opportunities, and drive long-term growth – all while operating throughout regional areas like Tyrrell, Victoria, Australia. So why settle for mediocre when exceptional is within reach? Let us bring your vision to life with tailored solutions that meet the unique needs of local businesses in Tyrrell, Victoria, Australia. With COLETEK on your side, you can rest assured that your project will receive unwavering dedication and attention to detail from our team.