AI & Machine Learning Services for Upper Mongogarie 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 Upper Mongogarie 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 Upper Mongogarie 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 Upper Mongogarie 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.

Proudly based in Upper Mongogarie, New South Wales, Australia, COLETEK has established itself as a trusted partner for businesses across the region. Since our inception in 2001, we've dedicated ourselves to delivering innovative product development and engineering solutions that drive growth, increase efficiency, and foster innovation. Our multidisciplinary approach brings together experienced professionals from various fields, allowing us to tackle complex challenges and provide customised support to Upper Mongogarie businesses. Our team has a deep understanding of the regional market, having worked with local companies to overcome unique operational hurdles and seize new opportunities. As a national company operating throughout Australia, including Upper Mongogarie, we've developed a reputation for reliability, collaboration, and capability. Our clients appreciate our ability to adapt to changing circumstances, think outside the box, and deliver practical solutions that meet their distinct needs. When you partner with COLETEK, you can rely on our commitment to excellence, our passion for innovation, and our dedication to ensuring your business achieves its goals. Whether you're looking to improve operations efficiency, launch a new product, or expand into new markets, we offer the expertise and resources necessary to get the job done. For Upper Mongogarie businesses, we understand the importance of staying ahead in a competitive landscape. That's why we're dedicated to providing cutting-edge engineering and product development solutions that help you stay relevant, improve operations, and drive growth. By combining our national reputation for excellence with local knowledge and insight, we've established ourselves as a go-to partner for businesses across the region. For Upper Mongogarie, New South Wales, Australia, COLETEK is more than just an engineering company – we're partners in your success. Let us harness our expertise to help drive your business forward.