AI & Machine Learning Services for Mount George 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 George 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 George 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 George 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 in the picturesque town of Mount George, New South Wales, Australia, our team at COLETEK has been serving businesses across this region and throughout Australia for over two decades. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering innovative, reliable, and collaborative solutions to meet the unique challenges of local industries.

As you navigate the complexities of your business or project, rest assured that COLETEK is based in Mount George, New South Wales, Australia and equipped to provide the engineering expertise you need. Whether you're seeking a trusted partner for product development, plant management, or systems integration - our 20 years of experience and multidisciplinary approach ensure that we can adapt to your specific requirements.

At COLETEK, we pride ourselves on building strong relationships with local businesses in Mount George, New South Wales, Australia. By collaborating closely with clients across a range of industries, we've developed the capability to tackle complex projects that demand both technical expertise and deep understanding of the regional context. Our commitment to reliability and excellence has earned us a trusted reputation throughout Australia.

We are dedicated to delivering exceptional results for businesses in Mount George, New South Wales, Australia, and surrounding areas - leveraging our national presence and expertise to bring tangible benefits. Trust COLETEK to provide tailored engineering solutions for industries that matter most to you, such as manufacturing, logistics, healthcare, or infrastructure.