AI & Machine Learning Services for Weston 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 Weston 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 Weston 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 Weston 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 proudly Multidisciplinary Australian engineering and product development company established in 2001, COLETEK is dedicated to empowering businesses across Weston, Australian Capital Territory with innovative and reliable solutions. Our reputation for trusted guidance has earned us national recognition, allowing us to support local enterprises like yours in achieving their goals. By leveraging our expertise and collaboration-driven approach, you can trust that your unique challenges will be addressed with precision. Operating throughout Australian Capital Territory, including Weston, Australian Capital Territory, we understand the distinct needs of each region. Our commitment to engineering and product development enables us to tackle a wide range of projects, from small-scale innovations to large-scale developments. With COLETEK on your team, you can rest assured that you'll receive top-notch support every step of the way. Our capabilities are designed to meet the evolving demands of local businesses in Weston, Australian Capital Territory and beyond. We take pride in being more than just a solutions provider – we're partners who will work closely with you to develop custom-tailored strategies that drive results. By combining our expertise with your passion and vision, we'll help elevate your business to new heights. As a respected engineering and product development company based in Weston, Australian Capital Territory, COLETEK is committed to empowering local businesses to succeed. Whether you're looking to enhance your operations, develop innovative products, or simply find trusted guidance, our team of experts is here to support you every step of the way. By working together, we can bring your unique ideas to life and drive long-term success. Let’s build something remarkable together.