AI & Machine Learning Services for Upper Copmanhurst 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 Copmanhurst 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 Copmanhurst 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 Copmanhurst 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 Copmanhurst, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Over the years, we've built a reputation for delivering reliable, innovative solutions that drive business growth and transform industries. That's why businesses across Upper Copmanhurst, New South Wales, Australia, and throughout Australia, know they can count on us to help them overcome complex engineering challenges, streamline operations, and achieve their goals. At COLETEK, we understand the unique needs of local businesses like yours in Upper Copmanhurst. We operate from a solid foundation of expertise in product development, mechanical engineering, electrical engineering, software development, and more. Our experienced team takes pride in collaborating closely with clients to develop tailored solutions that address specific challenges, improve efficiency, and enhance competitiveness. Whether you're looking to launch a new product, optimize processes, or solve complex technical issues, our multidisciplinary approach ensures we can draw on the right expertise to deliver results. When it comes to businesses in Upper Copmanhurst, New South Wales, Australia, COLETEK is committed to providing trusted, long-term partners who will work with you to build a brighter future. We're not just experts in engineering and product development; we're passionate about empowering local communities by supporting their growth and prosperity. So, regardless of your company's size or sector, rest assured that our commitment to innovation, quality, and reliability is unwavering. So why choose COLETEK for your Upper Copmanhurst-based business? Quite simply, we offer the perfect blend of expertise, collaboration, and capability to tackle even the most complex engineering challenges. Whether you're looking to develop a new product, optimize operations, or address technical issues, our multidisciplinary approach ensures we can draw on the right expertise to deliver results. Let’s build something remarkable together.