AI & Machine Learning Services for Fernleigh 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 Fernleigh 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 Fernleigh 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 Fernleigh 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 have established ourselves as a trusted and innovative multidisciplinary engineering and product development company in Australia since 2001. Our commitment to delivering top-notch solutions has earned us a reputation for reliability, making us the go-to partner for businesses across Fernleigh, New South Wales, Australia. As a local player with a national footprint, we're uniquely positioned to understand the unique needs of businesses operating in Fernleigh and surrounding areas. Our expertise spans diverse industries, allowing us to bring tailored, collaborative approaches to help local companies overcome their engineering and product development challenges. Whether you're looking to improve operational efficiency, enhance customer experiences, or drive innovation, our expert team is dedicated to working closely with yours to achieve remarkable results. With a deep understanding of Fernleigh's business landscape, we've honed our skills in developing end-to-end solutions that not only meet but exceed local expectations. Our extensive experience has equipped us to navigate the complexities involved in engineering and product development projects, ensuring seamless execution and a high level of satisfaction for our clients. As a Fernleigh-based company ourselves, we understand the value of supporting local businesses. We're committed to fostering strong relationships with companies in Fernleigh, New South Wales, Australia, by delivering exceptional results that meet their unique needs and goals. Our national reputation as a reliable partner means you can trust COpletek to provide honest, expert advice and guidance every step of the way. By partnering with COletek, local businesses in Fernleigh can tap into our wealth of knowledge, creativity, and technical expertise. We're passionate about helping companies like yours overcome engineering and product development hurdles, driving growth, and achieving greater success.