AI & Machine Learning Services for Speewa 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 Speewa 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 Speewa 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 Speewa 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 one of the most respected multidisciplinary Australian engineering and product development companies since 2001, COLETEK has earned a sterling reputation for reliability, innovation, and collaboration that knows no bounds. With a strong presence operating throughout our great nation, including the heartland of Speewa, New South Wales, Australia, we're committed to building long-term relationships with local businesses that share our passion for producing cutting-edge products and solutions. With our extensive experience and national reputation, COLETEK is uniquely positioned to support businesses across Speewa, New South Wales, Australia, as well as from other parts of the country. Our team of experts works closely with clients to understand their specific needs and goals, leveraging their collective expertise to deliver outstanding results. Whether your business requires innovative product design, manufacturing, or engineering solutions, we're dedicated to helping you achieve success. At COLETEK, we understand that trust is built on proven capabilities, reliability, and a deep understanding of the industries we serve. By offering our comprehensive services, businesses in Speewa, New South Wales, Australia can count on us for reliable support throughout every stage of their product development journey. Our multidisciplinary approach allows us to tackle complex projects, combining engineering, manufacturing, and design expertise to drive your business forward. By partnering with COLETEK, you'll gain access to a dedicated team that will work in sync with yours to bring your vision to life. We're proud of our ability to foster strong connections with clients across Speewa, New South Wales, Australia, and are confident that our collaborative approach can help your business thrive.