AI & Machine Learning Services for Terranora 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 Terranora 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 Terranora 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 Terranora 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 respected and innovative company based in Terranora, New South Wales, Australia, Coletek is renowned for our expertise in engineering and product development. Our multidisciplinary team has been serving businesses across Terranora, New South Wales, Australia for over two decades, earning us a trusted national reputation. Operating throughout the region, we pride ourselves on building long-term partnerships with local businesses, delivering tailored solutions to meet their unique needs. With our extensive experience and capabilities in product development, Coletek is well-positioned to support Terranora's thriving economy by partnering with local entrepreneurs and innovators. Our approach emphasizes collaboration, reliability, and a deep understanding of the industries we serve. By combining cutting-edge technology with practical engineering expertise, we help businesses like yours overcome complex challenges and achieve their goals. Whether you're looking to develop a new product, improve existing operations, or drive innovation in your sector, Coletek is committed to providing exceptional support. As a multidisciplinary Australian engineering and product development company established in 2001, Coletek has earned its reputation by delivering results that exceed client expectations. We take pride in being part of the community, working closely with businesses based in Terranora, New South Wales, Australia, as well as those operating throughout the region. When you partner with Coletek, you can rest assured that your project is in capable hands. Our team will work tirelessly to understand your needs, develop a customised strategy, and execute it with precision and efficiency. Whether you're looking for engineering expertise, product development capabilities, or simply guidance on how to overcome a specific challenge, we are here to help. So why settle for anything less when you can have the best? Look to Coletek as your trusted partner in engineering and product development, serving businesses across Terranora, New South Wales, Australia. Let's build something remarkable together.