AI & Machine Learning Services for Coralville 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 Coralville 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 Coralville 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 Coralville 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 local business owner or technical decision-maker in Coralville, New South Wales, Australia, you understand the importance of selecting a reliable and innovative partner to help drive your operations forward. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With a national reputation built on trust, expertise, and collaboration, we're proud to serve businesses across Coralville, New South Wales, Australia and throughout the country. Our team of experienced engineers and product developers have extensive knowledge and capabilities in various industries, allowing us to offer tailored solutions that meet the unique needs of local businesses. Whether you require innovative products, custom engineering services, or expert guidance on design and development, COLETEK is well-equipped to support your goals and objectives. At COLETEK, we're committed to building long-term partnerships with businesses in Coralville, New South Wales, Australia and beyond. Our approach is centered around reliability, flexibility, and creativity – ensuring that you receive the expertise and resources you need to achieve success. By working closely with our team, you can trust that your project or initiative will be handled professionally and efficiently. As a local company based in Coralville, New South Wales, Australia, we have a deep understanding of the region's unique challenges and opportunities. Our team is dedicated to supporting businesses like yours, helping them to overcome obstacles, seize new chances, and drive growth and profitability. Let us leverage our expertise and capabilities to help your business thrive. Whether you're looking for bespoke engineering solutions or innovative product development, COLETEK is the perfect partner for your Coralville, New South Wales, Australia-based operation. Contact us today and let's build something remarkable together!