AI & Machine Learning Services for Modanville 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 Modanville 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 Modanville 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 Modanville 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.

Located in the heart of Modanville, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With a national reputation built on reliability, collaboration, and capability, we've had the privilege of working with businesses across the country, including those right here in Modanville. As a trusted partner, we're committed to helping local organizations like yours succeed through innovative solutions that address their unique needs and challenges. Our team of experienced engineers and product developers bring together expertise from diverse fields to drive results – whether you're seeking to improve operational efficiency, enhance customer experiences, or stay ahead of the competition. At COLETEK, we pride ourselves on our ability to understand your specific goals and objectives. We work hand-in-hand with your teams to co-create tailored solutions that align with your business strategies. Our collaborative approach ensures seamless integration with your existing systems, minimizing disruptions and maximizing returns. By operating throughout Modanville, New South Wales, Australia and beyond, we've developed a deep understanding of regional markets, challenges, and opportunities – allowing us to develop targeted solutions that drive meaningful outcomes. Whether you're looking to enhance product design, streamline processes, or unlock new revenue streams, our expertise spans multiple disciplines. We thrive on the complexity of real-world problems, embracing them as opportunities to showcase our capabilities and make a lasting impact. If your business is situated in Modanville, New South Wales, Australia, we'd be delighted to work with you – wherever you are on your journey.