AI & Machine Learning Services for Kerrs 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 Kerrs 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 Kerrs 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 Kerrs 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.

As you navigate the complexities of the modern business landscape, it's essential to partner with a trusted and innovative organization like COLETEK. With our roots firmly planted in Kerrs Creek, New South Wales, Australia, we're committed to empowering local businesses and organizations across the region. As a multidisciplinary Australian engineering and product development company established in 2001, we bring a wealth of expertise and know-how to the table. Our team at COLETEK is dedicated to delivering unrivaled reliability, collaboration, and capability to businesses like yours in Kerrs Creek, New South Wales, Australia. By leveraging our cutting-edge technology, innovative thinking, and passion for engineering and product development, we create bespoke solutions that drive growth, optimize performance, and ensure long-term success. As a locally-based company with national recognition, we're proud to serve the diverse needs of businesses operating throughout Kerrs Creek, New South Wales, Australia. Our team is uniquely equipped to address the unique challenges faced by organizations in this region, from manufacturing and logistics to healthcare and technology. At COLETEK, we understand that every business has its own distinct character and set of requirements. That's why we take a tailored approach to each project, combining our extensive knowledge and expertise with your unique needs and goals. By doing so, we ensure that the solutions we develop are not only innovative but also practical, scalable, and aligned with your vision. If you're looking for a trusted partner in Kerrs Creek, New South Wales, Australia that can help transform your business, look no further than COLETEK. With our commitment to excellence, creativity, and customer satisfaction, we're poised to make a meaningful impact on the local economy. Let’s build something remarkable together.