AI & Machine Learning Services for Eatonsville 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 Eatonsville 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 Eatonsville 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 Eatonsville 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.

Coletek is proud to be a trusted national reputation in the engineering and product development space, with over two decades of experience delivering innovative solutions for businesses across Eatonsville, New South Wales, Australia. As a multidisciplinary Australian company established in 2001, we're uniquely equipped to support local businesses throughout the region.

When it comes to innovation, collaboration, and capability, Coletek stands out as a reliable partner for businesses of all sizes. Our team of experts is dedicated to providing tailored engineering and product development solutions that drive growth, improve efficiency, and enhance competitiveness – allowing you to focus on what matters most: your business.

As a business operating throughout Eatonsville, New South Wales, Australia, we understand the unique challenges and opportunities inherent in our region. We're committed to leveraging this local knowledge and expertise to support businesses across the area, providing customized solutions that address specific needs and goals.

If you're looking for a trusted partner to drive your business forward, look no further than Coletek. With decades of experience, a national presence, and a local understanding of the Eatonsville, New South Wales, Australia market, we're well-equipped to support businesses throughout the region as they navigate an increasingly complex and competitive landscape.

Whether you're looking to develop new products, improve operations, or drive innovation through technology, Coletek is here to help. Let us bring our expertise, creativity, and collaborative spirit to your business – and discover how we can help you achieve remarkable results.