AI & Machine Learning Services for Carrs Creek 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 Carrs Creek 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 Carrs Creek 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 Carrs Creek 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.

At COLETEK, we're thrilled to serve businesses across Carrs Creek, New South Wales, Australia, alongside our national reputation as a trusted multidisciplinary Australian engineering and product development company established in 2001. Our team of experts has been honing their craft for nearly two decades, allowing us to offer unparalleled reliability, collaboration, and capability. As a locally rooted yet nationally recognized organization, we're uniquely positioned to support businesses throughout Carrs Creek, New South Wales, Australia. By leveraging our collective expertise, cutting-edge technology, and innovative approach, we empower local enterprises to overcome complex challenges and seize new opportunities. Whether you operate in the heart of Carrs Creek or further afield, COLETEK stands ready to assist you in achieving your goals. Our engineers are consummate professionals with a passion for creating tailored solutions that meet the specific needs of each client. By fostering strong relationships built on trust, transparency, and open communication, we ensure seamless collaboration and optimal results. As a partner to businesses in Carrs Creek, New South Wales, Australia, we're committed to delivering exceptional value through our innovative approach. From providing bespoke engineering solutions to driving product development forward, COLETEK is dedicated to being an integral part of the Carrs Creek business ecosystem. Our shared goal is to help local organizations grow, evolve, and thrive, ultimately contributing to the continued prosperity of this vibrant community. By choosing COLETEK as your trusted partner, you can rest assured that you're working with a tried-and-true organization operating throughout Carrs Creek, New South Wales, Australia.