AI & Machine Learning Services for Brimboal 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 Brimboal 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 Brimboal 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 Brimboal 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.

For over two decades, COLETEK has been a trusted partner for businesses across Brimboal, Victoria, Australia and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering innovative solutions that drive growth and success. Our experience spans multiple industries, from manufacturing to agriculture, ensuring our expertise is well-suited to the unique challenges faced by businesses in Brimboal, Victoria, Australia. Our team at COLETEK has always been committed to collaboration, working closely with clients to understand their goals and develop custom solutions that meet their needs. Based in Brimboal, Victoria, Australia, we operate throughout the region, providing reliable support for local businesses looking to improve efficiency, reduce costs, or drive new product development. What sets COLETEK apart is our capability to tackle complex engineering challenges, from design and development to manufacturing and implementation. Our expertise spans multiple discipline areas, including mechanical, electrical, and software engineering, ensuring we can address the diverse needs of businesses in Brimboal, Victoria, Australia. When you partner with COLETEK, you gain access to a trusted advisor who will guide you through every stage of your project. From concept to completion, our team is dedicated to delivering results that exceed expectations. Whether you're looking to improve a existing process or bring a new product to market, we're here to support businesses in Brimboal, Victoria, Australia and throughout the region. By choosing COLETEK as your partner, you can be confident that you'll receive world-class solutions tailored to the unique needs of your business. We're proud to have served clients across Brimboal, Victoria, Australia and beyond, and we look forward to continuing our commitment to excellence in product development and engineering.