AI & Machine Learning Services for Backmede 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 Backmede 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 Backmede 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 Backmede 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 long-established engineering and product development company based in Backmede, New South Wales, Australia, COLETEK is committed to supporting local businesses like yours. Our multidisciplinary team has been dedicated to delivering innovative solutions that drive growth and success for organizations across the region since 2001. With over two decades of experience and a reputation for reliability and collaboration, we have earned the trust of many clients across Australia. Our engineering expertise is unparalleled, and our passion for problem-solving is unmatched. By combining cutting-edge technology with a deep understanding of local markets, we empower businesses to achieve their goals and stay ahead of the competition. At COLETEK, we pride ourselves on being more than just another service provider. We partner with you, taking the time to understand your unique challenges, and develop customized solutions that address your specific needs. Whether you're looking to improve efficiency, reduce costs, or simply enhance your product or service offering, our team is well-equipped to help. Operating throughout Backmede, New South Wales, Australia and beyond, we are proud to contribute to the region's economic growth and development. Our commitment to innovation, teamwork, and customer satisfaction has earned us a reputation as a trusted partner for businesses of all sizes and industries. If you're looking for a reliable engineering and product development partner that truly understands your Backmede, New South Wales, Australia-based business, look no further than COLETEK. Let's work together to build something remarkable – contact us today to explore how our expertise can benefit your organization.