AI & Machine Learning Services for Mullion 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 Mullion 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 Mullion 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 Mullion 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're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Over the years, we've built a reputation as a trusted partner for businesses across Mullion, New South Wales, Australia and throughout Australia. Our team of experts is dedicated to delivering innovative solutions that empower our clients to achieve their goals. As a business based in Mullion, New South Wales, Australia, you understand the importance of relying on partners who can help you navigate the complexities of product development and engineering. COLETEK has a proven track record of collaborating with local businesses like yours to bring new ideas to life. Our expertise spans multiple industries and sectors, giving us a unique perspective on solving real-world challenges. At COLETEK, we believe that reliability is key to building strong relationships with our clients. That's why we're committed to delivering high-quality engineering and product development solutions that meet the specific needs of businesses in Mullion, New South Wales, Australia. Our team takes pride in working closely with our clients to understand their goals, challenges, and timelines, ensuring that their projects are completed on time and within budget. By partnering with COLETEK, you can expect a high level of service excellence, which includes prompt communication, flexible project management, and attention to detail. We've got the capability to support businesses in Mullion, New South Wales, Australia at every stage of product development, from concept design to prototype testing and eventual launch. If you're looking for an engineering and product development partner that can help your business thrive, look no further than COLETEK. Operating throughout Australia, including our base in Mullion, New South Wales, Australia, we're well-positioned to support local businesses just like yours. Join forces with us today and discover the benefits of partnering with a trusted Australian engineering and product development company.