AI & Machine Learning Services for Giro 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 Giro 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 Giro 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 Giro 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 multidisciplinary Australian engineering and product development company established in 2001, we have built a reputation for delivering reliable, collaborative, and innovative solutions that benefit businesses across Giro, New South Wales, Australia. With our headquarters based in Giro, New South Wales, Australia, we are uniquely positioned to support the unique needs of local organizations seeking to drive growth and success.

At COLETEK, we pride ourselves on our national presence and reputation for excellence. Our team has worked with clients from all corners of Australia, understanding the challenges and opportunities that come with operating in this vast and diverse country. By drawing upon our experience and expertise, businesses throughout Giro, New South Wales, Australia can leverage our capabilities to overcome hurdles, capitalize on new markets, and push boundaries.

As a trusted partner for businesses across Giro, New South Wales, Australia, we offer bespoke solutions that reflect the unique needs of local organizations. Whether you're looking to develop new products or processes, streamline operations, or drive digital transformation, our multidisciplinary team has the depth of knowledge and the breadth of expertise to deliver meaningful results.

We take pride in building long-term relationships with our clients, working closely alongside them to understand their goals and objectives. Our collaborative approach ensures that our solutions are tailored to meet the specific needs of each business we support. By doing so, we empower organizations in Giro, New South Wales, Australia to achieve significant growth, enhance competitiveness, and improve sustainability.

This commitment to excellence has earned us a national reputation for delivering high-quality solutions that drive real value for our clients. As you navigate the challenges of operating in Giro, New South Wales, Australia, we invite you to leverage our expertise and capabilities to unlock new opportunities, drive growth, and achieve your goals.