AI & Machine Learning Services for Goldie 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 Goldie 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 Goldie 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 Goldie 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 thriving regional community, Goldie, Victoria, Australia is a place where innovative ideas meet entrepreneurial spirit. For businesses looking to drive success in this dynamic market, finding the right partner can be the key to unlocking new possibilities. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a trusted national reputation for delivering exceptional solutions that transform industries. For over two decades, COLETEK has been proudly serving businesses across Goldie, Victoria, Australia, and throughout the country. Our team of experienced engineers and product developers have a deep understanding of the region's unique challenges and opportunities, and we're committed to harnessing our expertise to help local companies thrive. Whether you're an existing business looking to drive growth, or a start-up seeking to launch into new markets, we'll work closely with you to understand your goals and objectives, and develop tailored solutions that meet your specific needs. What sets COLETEK apart is our ability to bring together diverse disciplines under one roof. Our engineers and product developers are not just experts in their respective fields – they're also skilled collaborators who excel at working across boundaries to deliver innovative outcomes. This unique combination of skills and expertise enables us to tackle complex challenges, develop cutting-edge products, and provide mission-critical solutions that drive results. As a company operating throughout Goldie, Victoria, Australia and beyond, we understand the importance of building relationships, fostering trust, and delivering on promises. Our reputation for reliability, agility, and capability is built on decades of experience working with businesses just like yours. Whether you're looking to improve operational efficiency, develop new products or services, or navigate regulatory frameworks, our team will work alongside you every step of the way. By partnering with COLETEK, you can be confident that your business will benefit from the best possible solutions, designed and developed by experts who genuinely care about helping local businesses succeed. We're proud to call Goldie, Victoria, Australia home, and we look forward to the opportunity to build something remarkable together.