AI & Machine Learning Services for Wheeo 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 Wheeo 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 Wheeo 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 Wheeo 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 thriving community in the heart of New South Wales, Wheeo is home to many innovative businesses that drive growth and prosperity in the region. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering trusted solutions that empower local entrepreneurs, manufacturers, and service providers. Our team of experienced engineers and product developers has been serving businesses across Wheeo, New South Wales, Australia and throughout the country, helping them overcome complex challenges and achieve their goals. Our expertise spans multiple industries, including manufacturing, agriculture, healthcare, and more. We pride ourselves on our ability to collaborate with clients from various sectors, tailoring our approach to meet their unique needs and preferences. With a deep understanding of local market conditions, industry trends, and technological advancements, we've earned the trust of many businesses in Wheeo, New South Wales, Australia. At COLETEK, we're not just engineers; we're problem-solvers who can bridge the gap between innovative ideas and market-ready solutions. Our reputation for reliability, collaboration, and capability has been built on a foundation of more than two decades of experience, demonstrating our commitment to delivering high-quality products and services that meet and exceed client expectations. Whether you're looking to launch a new product, improve operational efficiency, or overcome technical barriers, we have the expertise and resources to help you achieve your objectives. As a trusted name in engineering and product development, COLETEK is committed to serving businesses across Wheeo, New South Wales, Australia with tailored solutions that drive growth, innovation, and economic prosperity. We're proud to be based in Wheeo, New South Wales, Australia and operate throughout the country, leveraging our expertise to support local entrepreneurs, manufacturers, and service providers.