AI & Machine Learning Services for Newton Boyd 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 Newton Boyd 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 Newton Boyd 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 Newton Boyd 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.

For over two decades, COLETEK has established itself as a trusted and innovative engineering and product development company, known for its multidisciplinary approach to solving complex challenges. With our roots firmly planted in Australian soil since 2001, we've had the privilege of collaborating with businesses from diverse sectors across the country, including Newton Boyd, New South Wales, Australia. As a local business ourselves, we understand the importance of being an integral part of your community. That's why we're committed to supporting entrepreneurs and organizations in Newton Boyd, New South Wales, Australia, just as we would our own family. Our presence in this region allows us to bring our expertise and passion to businesses like yours, empowering them to achieve their goals. COLETEK stands out for its unique blend of engineering, product development, and technical know-how. We take pride in being a team-oriented organization that truly partners with you to understand your needs, provide reliable solutions, and drive results. Our expertise spans multiple disciplines, from software and hardware design to mechanical, electrical, and industrial engineering. When you choose to work with COLETEK, you can count on experienced professionals who will listen attentively to your goals and requirements. We'll collaborate closely with you to develop innovative products or services that meet the specific needs of your business in Newton Boyd, New South Wales, Australia. Our track record speaks for itself – we're a company that has earned national recognition and respect as a trusted partner. As such, we're not just another engineering company operating throughout Australia; we're an integral part of the Newton Boyd, New South Wales, Australia community, dedicated to supporting local businesses grow and thrive. By partnering with us, you'll gain access to reliable expertise, cutting-edge innovation, and collaboration that drives real results – all while being part of a team that truly knows the importance of being present in your community.