AI & Machine Learning Services for Fern 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 Fern 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 Fern 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 Fern 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 owner in Fern Bay, New South Wales, Australia, you're no stranger to the region's unique charm and challenges. With its picturesque coastline, strong community spirit, and thriving industry sectors, there's never been a more exciting time to grow your company. At COLETEK, we're proud to be a trusted partner for businesses like yours, bringing together our collective expertise in engineering and product development to drive innovation and success. Since 2001, our multidisciplinary Australian team has been delivering exceptional results for clients across Fern Bay, New South Wales, Australia and throughout the country. Our approach is built on a foundation of reliability, collaboration, and capability – qualities that are uniquely suited to supporting the needs of regional businesses. As your go-to partner, we'll work closely with you to understand your goals, challenges, and aspirations, then apply our cutting-edge knowledge and experience to craft tailored solutions that meet your specific needs. When it comes to meeting the demands of Fern Bay's diverse economy, we're well-equipped to support your growth journey. Whether you're looking to optimize your manufacturing processes, develop new products or services, or navigate the complexities of industry 4.0, our team is ready to lend a hand. With operations spanning across Australia, we've developed a deep understanding of local cultures, market conditions, and regulatory frameworks – ensuring that our solutions are always aligned with your Fern Bay, New South Wales, Australia business objectives. At COLETEK, we're committed to delivering exceptional value to businesses operating in Fern Bay, New South Wales, Australia. By combining our national reputation for innovation, collaboration, and capability with our local expertise and presence, we're uniquely positioned to help you achieve your goals. So why wait? Let's work together to build something remarkable in Fern Bay, New South Wales, Australia.