AI & Machine Learning Services for Gilmore 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 Gilmore 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 Gilmore 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 Gilmore 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 leading multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions that transform businesses across Australia. Now, we're proud to extend our expertise to firms based in Gilmore, Australian Capital Territory, supporting local industries and helping them thrive. With years of experience in engineering and product development expertise, our team is poised to assist businesses operating throughout the region – from start-ups to established companies – with tailored solutions that drive growth. We take pride in being responsive, collaborative, and dependable partners for our clients, leveraging our capabilities to help them overcome unique challenges and identify opportunities. What sets us apart? Our commitment to reliability, collaboration, and capability. We believe in forging strong relationships built on trust, empathy, and a shared understanding of your goals. By fostering open communication and adapting to the complexities of each project, we empower businesses like yours in Gilmore, Australian Capital Territory, with innovative solutions that bring real-world benefits. At COLETEK, we're passionate about partnering with local firms to drive progress, improve efficiency, and capitalize on new opportunities. Our multidisciplinary team is equipped to tackle challenges across a range of sectors, from manufacturing and logistics to healthcare and technology. Whether you're looking to optimize processes, develop new products, or enhance customer experiences, our expertise spans the full spectrum. By choosing COLETEK, businesses in Gilmore, Australian Capital Territory, can rest assured that they'll be working with a trusted partner committed to their success. With our extensive experience and nation-wide reach, we're uniquely positioned to make a lasting impact on local industries. So why wait? Let's build something remarkable together!