AI & Machine Learning Services for Mount Warning 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 Mount Warning 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 Mount Warning 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 Mount Warning 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.

Located at the foot of Australia's iconic Border Ranges, Mount Warning, New South Wales, Australia is a treasured haven for families and outdoor enthusiasts. As your trusted partner, COLETEK is dedicated to supporting local businesses across this stunning region, empowering them with cutting-edge engineering expertise.

Based in Mount Warning, New South Wales, Australia since 2001, COLETEK has established itself as a multidisciplinary Australian engineering and product development company, renowned for its unparalleled innovation and reliability. As a national leader in our field, we've earned the trust of businesses across all industries, offering tailored solutions that drive success.

We're not just about technology – we're about collaboration and capability, bringing people and ideas together to create remarkable results. Whether you're an entrepreneur looking to disrupt your market or an established business seeking to improve operations, COLETEK is here to support you every step of the way. Our expertise spans multiple disciplines, ensuring that you receive comprehensive solutions that address your unique challenges.

Operating throughout Mount Warning, New South Wales, Australia and nationwide, we're committed to serving businesses across this region with the same level of dedication and passion. Let us bring our engineering prowess to the forefront of your operations, driving growth, efficiency, and innovation. Our team is ready to partner with you, providing the perfect blend of industry insight, technical expertise, and local knowledge.

Don't settle for anything less than the best. With COLETEK on your side, you can trust that every solution we provide meets the highest standards of quality, reliability, and performance. As a trusted partner in Mount Warning, New South Wales, Australia, we're here to help you achieve remarkable results.