AI & Machine Learning Services for Mount Wilson 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 Wilson 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 Wilson 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 Wilson 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 locally-established multidisciplinary engineering and product development company based in Mount Wilson, New South Wales, Australia, we at COLETEK understand the unique challenges facing businesses in our region. With over two decades of experience serving businesses across Mount Wilson, New South Wales, Australia, we've earned a reputation for providing innovative solutions that drive growth and success. At COLETEK, we take pride in our collaborative approach to engineering and product development, working closely with clients to understand their needs and tailor our services to deliver exceptional outcomes. As a trusted partner, we operate throughout Mount Wilson, New South Wales, Australia, supporting businesses of all sizes and industries, from the hills to the coast. Our multidisciplinary team brings together expertise in engineering, design, manufacturing, and more, allowing us to tackle complex problems and develop innovative products that meet the needs of our clients. By leveraging our collective knowledge and experience, we deliver reliable, scalable solutions that make a real impact on the businesses we serve. Whether you're looking to develop a new product, optimize existing processes, or simply find ways to stay ahead in a rapidly changing industry, COLETEK is here to support your journey. Our capabilities extend beyond traditional engineering services, encompassing expertise in digital transformation, data analytics, and more, allowing us to provide comprehensive solutions tailored to the unique needs of businesses in Mount Wilson, New South Wales, Australia. At COLETEK, we're committed to building long-term relationships with our clients, working alongside them every step of the way. We understand that success is not just about reaching a destination, but about the journey itself – and we're dedicated to helping businesses throughout Mount Wilson, New South Wales, Australia achieve their goals through collaboration, expertise, and a passion for innovation.