AI & Machine Learning Services for Gateway Island 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 Gateway Island 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Gateway Island 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 Gateway Island 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, COLETEK has earned a reputation as a trusted partner for businesses across Gateway Island, Victoria, Australia. With our roots firmly planted in the region, we're proud to support local entrepreneurs and industry leaders in navigating the complexities of the modern market. At COLETEK, we believe that innovative thinking, collaboration, and creative problem-solving are the keys to driving success. Our team of experienced engineers and product developers is dedicated to helping businesses throughout Gateway Island, Victoria, Australia overcome any obstacle and achieve their goals. Whether you're looking to optimize operations, streamline processes, or develop new products, our expertise is at your disposal. As a national company with a strong presence in Gateway Island, Victoria, Australia, we bring a wealth of knowledge and experience to the table. With over two decades of history, we've honed our skills in delivering tailored solutions that address the unique needs of our clients. Our track record demonstrates our commitment to reliability, transparency, and exceptional client service. At COLETEK, we're dedicated to building lasting relationships with businesses across Gateway Island, Victoria, Australia. By partnering with us, you'll gain access to a wealth of expertise, innovative thinking, and collaborative problem-solving skills. Together, we can achieve remarkable things – from optimizing existing operations to developing cutting-edge products that drive growth. If you're looking for an engineering partner that truly understands the complexities and opportunities presented by Gateway Island, Victoria, Australia, look no further than COLETEK. Operating throughout this iconic region, we're well-positioned to provide tailored solutions that meet your unique needs. Let's build something remarkable together.