AI & Machine Learning Services for Whiteman 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 Whiteman 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 Whiteman 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 Whiteman 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 a multidisciplinary Australian engineering and product development company established in 2001, COELek is dedicated to empowering local businesses like yours across Whiteman Creek, New South Wales, Australia. With a national reputation built on reliability, innovation, and collaboration, we're uniquely positioned to support your growth strategies and drive long-term success. Based in Whiteman Creek, New South Wales, Australia, our experienced team is committed to serving the region's diverse range of businesses, from manufacturing and logistics to healthcare and education. By leveraging our expertise in product development, design, and engineering, we help local companies stay competitive, improve efficiency, and reduce costs. At COELek, we understand that every business is unique, with its own set of challenges and opportunities. That's why we take a consultative approach, working closely with clients to identify their specific needs and develop tailored solutions. Our comprehensive capabilities allow us to provide guidance on project management, data analysis, and engineering design, ensuring seamless integration with your existing operations. Operating throughout Whiteman Creek, New South Wales, Australia, our team is passionate about making a positive impact locally. We're proud to support the region's economic development, job creation, and environmental sustainability initiatives. As a trusted partner, we strive to foster long-term relationships with local businesses, embracing their growth while contributing to the prosperity of the community. By partnering with COELek, you'll gain access to our vast experience, innovative approaches, and national network. We're committed to delivering exceptional results, on time and within budget. Our goal is straightforward: to help Whiteman Creek businesses like yours thrive in an ever-evolving economic landscape.