AI & Machine Learning Services for Carroll 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 Carroll 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 Carroll 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 Carroll 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 and respected multidisciplinary engineering and product development company based in Carroll, New South Wales, Australia, COLETEK is dedicated to serving businesses across the region. With over two decades of experience, we've earned our reputation as a trustworthy partner for companies seeking innovative solutions that drive growth and profitability. Founded in 2001, we've built a strong presence throughout Australia, with a particular focus on supporting entrepreneurs, startups, and established businesses in Carroll, New South Wales, Australia. Our team is passionate about understanding the unique challenges faced by local businesses, from manufacturing to services, and delivering tailored engineering and product development solutions that address their specific needs. COLETEK takes pride in our extensive experience across various industries, which enables us to provide a collaborative approach that ensures seamless integration with your existing operations. As an Australian company, we're committed to supporting the Carroll community through sustainable innovation, job creation, and economic growth. By choosing COLETEK as your trusted partner, you can expect reliability, flexibility, and a commitment to delivering exceptional results. Our team of experts in engineering and product development works closely with clients to understand their goals, develop effective strategies, and implement creative solutions that drive success. In Carroll, New South Wales, Australia, businesses operate in a fast-paced environment where competition is fierce, and innovation is key. COLETEK supports local entrepreneurs and companies by providing access to cutting-edge engineering and product development expertise. By working together, we can help you stay ahead of the curve, improve operational efficiency, and increase revenue. At COLETEK, we understand that each business is unique, with its own set of challenges, goals, and opportunities. That's why we take a tailored approach to every project, using our extensive engineering and product development expertise to deliver custom solutions that drive success.