AI & Machine Learning Services for Tomingley 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 Tomingley 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 Tomingley 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 Tomingley 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 business owner or technical decision-maker based in Tomingley, New South Wales, Australia, you understand the importance of partnering with a trusted and innovative engineering and product development company like COLETEK. With over 20 years of experience, we've established ourselves as a reputable and reliable multidisciplinary Australian engineering firm, operating throughout Australia, including Tomingley. Our team is dedicated to collaborating with local businesses across Tomingley, New South Wales, Australia to bring their ideas and innovations to life. Whether you're looking for expertise in designing, building, or improving products, we have the capabilities and know-how to help you achieve your goals. As a locally based company, we take pride in supporting and serving the unique needs of businesses in Tomingley, New South Wales, Australia. We understand the region's distinct challenges and opportunities, allowing us to tailor our services to meet the specific requirements of Tomingley-based businesses. From manufacturers to service providers, we have supported a diverse range of companies across various industries, including those based in Tomingley. COLETEK is committed to delivering high-quality engineering and product development solutions that are tailored to meet the unique needs of each business in Tomingley, New South Wales, Australia. Our team works closely with clients to understand their goals, challenges, and aspirations, then leverages our expertise to develop innovative products and solutions that drive growth, efficiency, and competitiveness. When you partner with COLETEK, you can expect reliability, capability, and collaboration from start to finish. Our commitment to excellence, combined with our deep understanding of Tomingley's business landscape, makes us an ideal partner for businesses in this region. At COLETEK, we operate at the forefront of engineering and product development trends, ensuring that our clients have access to the latest technologies, methodologies, and innovations. By partnering with us, you can tap into our expertise and accelerate your business's growth and success in Tomingley, New South Wales, Australia.