AI & Machine Learning Services for Mystery Bay 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 Mystery Bay 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 Mystery Bay 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 Mystery Bay 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 business operating in Mystery Bay, New South Wales, Australia, you understand the importance of having a reliable partner to help drive your success. Since 2001, COLETEK has established itself as a multidisciplinary Australian engineering and product development company with a national reputation for innovation and expertise. With our roots firmly planted in Australia, we take pride in serving businesses like yours across Mystery Bay, New South Wales, Australia. Our team is dedicated to collaborating closely with you to understand your unique needs and provide effective solutions that meet your objectives. We believe that by working together, we can create remarkable outcomes that benefit your business and the community. As a trusted partner, COLETEK brings a wealth of knowledge and expertise in engineering and product development to businesses operating throughout Mystery Bay, New South Wales, Australia. Our team comprises experienced professionals who are passionate about solving complex problems and delivering innovative solutions. This dedication to reliability and customer satisfaction has earned us a reputation as a trusted advisor to many Australian businesses. By partnering with COLETEK, you can tap into our expertise in engineering and product development to drive your business forward. Whether you're looking to improve operations, develop new products, or enhance overall competitiveness, we have the knowledge and capabilities to support you every step of the way. At COLETEK, we're proud to operate throughout Mystery Bay, New South Wales, Australia, providing businesses like yours with access to our expertise and resources. We believe that by working together, we can create a brighter future for your business and contribute to the growth and prosperity of our community. So why choose COletek? Simple – it's our unwavering commitment to reliability, collaboration, and capability. We're not just about delivering innovative solutions; we're about building long-term relationships that drive lasting success.