AI & Machine Learning Services for Bruce 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 Bruce 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 Bruce 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 Bruce 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 the trusted partner for businesses in Bruce, Australian Capital Territory and beyond, COLETEK is proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts has been dedicated to delivering cutting-edge solutions that meet the unique needs of businesses operating throughout the region. We're passionate about building long-term relationships with companies like yours, providing reliability and collaboration you can count on. With our extensive experience and commitment to innovation, we've earned a national reputation for excellence in engineering and product development. Whether you're seeking to improve existing processes or develop new products, COLETEK has the capability and expertise to help. From concept to delivery, we're your trusted partner for all aspects of product development, including design, testing, and manufacturing. Our team is equipped with the latest tools and technologies to tackle complex projects and deliver high-quality results efficiently. By partnering with us, you can rest assured that your project will receive the attention it deserves, from initial meetings to final delivery. What sets COLETEK apart is our ability to understand the specific needs of each business we work with in Bruce, Australian Capital Territory. We take the time to listen to your goals and challenges before providing tailored solutions that address your unique requirements. Our expertise spans a range of industries, allowing us to bring fresh perspectives and innovative thinking to even the most complex projects. By choosing COLETEK as your partner for engineering and product development needs in Bruce, Australian Capital Territory, you can trust that we'll always put your interests first. We're committed to delivering solutions that meet or exceed expectations while providing exceptional customer service throughout every stage of the process.