AI & Machine Learning Services for Mount Thorley 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 Thorley 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 Thorley 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 Thorley 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Mount Thorley, New South Wales, Australia. Our team of experts has built a reputation for delivering innovative solutions that address the unique challenges faced by companies in this region. Based in Mount Thorley, New South Wales, Australia, we've developed a deep understanding of the local economy and industry trends. This allows us to provide tailored services that meet the specific needs of businesses operating in this area. Whether you're looking to improve your manufacturing processes, optimize supply chain logistics, or develop new products, our engineering expertise will help drive growth and efficiency. COLETEK's national reputation is built on a foundation of reliability, collaboration, and capability. Our team includes experienced engineers, designers, and technicians who work closely with clients to understand their needs and goals. We're not just a one-size-fits-all solution provider – we take the time to listen, learn, and adapt our approach to meet the specific requirements of each project. By partnering with COLETEK, businesses in Mount Thorley, New South Wales, Australia can leverage our expertise to remain competitive in today's fast-paced market. Our commitment to innovation and customer satisfaction has earned us a reputation as a trusted partner for companies seeking to drive growth, improve operations, and enhance their bottom line. Operating throughout Australia, including Mount Thorley, New South Wales, Australia, we're well-positioned to support businesses of all sizes and industries. Our flexible approach means we can adapt to changing circumstances and provide the right solutions at the right time. Whether you need help streamlining processes, developing new products, or solving complex engineering challenges, we'll work closely with your team to deliver results that meet your needs. In Mount Thorley, New South Wales, Australia and across Australia, businesses face unique challenges that require tailored solutions. That's why COLETEK is committed to being a trusted partner and friend to the local business community. By building strong relationships and providing innovative engineering solutions, we aim to help companies in this region thrive and succeed.