AI & Machine Learning Services for Upper Duroby 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 Duroby 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 Duroby 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 Duroby 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.

Pioneering the way forward, COLETEK has established itself as a trusted partner for businesses in Upper Duroby, New South Wales, Australia and across the nation. As a multidisciplinary Australian engineering and product development company founded in 2001, we've developed a reputation for innovation, reliability, and collaboration. Based in Upper Duroby, New South Wales, Australia, COLETEK operates throughout the region, serving businesses across Upper Duroby, New South Wales, Australia with tailored solutions that drive growth and transformation. Our experienced team draws on extensive knowledge of local markets and industries to deliver results-driven engineering and product development services. At COLETEK, we take pride in our national reach and capability to partner with local businesses in Upper Duroby, New South Wales, Australia. Our proven track record for delivering complex projects on time and within budget has earned us a reputation as a trusted advisor and collaborator. From concept to delivery, we'll work closely with you to ensure that your vision becomes a reality. As Upper Duroby's businesses continue to evolve and adapt to changing market conditions, COLETEK is well-positioned to support their growth aspirations. Our engineering expertise spans multiple disciplines, from mechanical and electromechanical systems to software development and digital transformation. By combining our technical prowess with in-depth understanding of local contexts, we help Upper Duroby's businesses succeed in an increasingly competitive landscape. COLETEK has earned its reputation by consistently delivering innovative solutions that meet the unique needs of each client. We're proud to be a trusted partner for many Australian businesses and are now excited to apply our capabilities and knowledge to support Upper Duroby, New South Wales, Australia's dynamic economy. If you're looking for an engineering partner who understands your local market and has the capability to drive growth and transformation, look no further. COLETEK is ready to help you unlock the full potential of your business. Let us bring our expertise and passion to work with yours – contact us today to explore how we can collaborate on a project that will leave a lasting impact.