AI & Machine Learning Services for Dunolly 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 Dunolly 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 Dunolly 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 Dunolly 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.

When it comes to engineering and product development, businesses in Dunolly, New South Wales, Australia require a trusted partner that can deliver results. COLETEK is just that - a multidisciplinary Australian company with over two decades of experience in the field. Since our establishment in 2001, we've built a reputation for reliability, innovation, and collaboration across industries.

Our team serves businesses operating throughout Australia, including those based in Dunolly, New South Wales, Australia. Our commitment to understanding local needs and working closely with clients has earned us the trust of numerous organisations seeking to succeed in their respective markets. Whether you're a business owner or decision-maker looking to drive growth and innovation, we're here to support your goals.

COLETEK's unique blend of expertise and capabilities covers engineering design, product development, and testing - empowering companies to bring new products and services to market. By working together, our team will help you overcome challenges, leveraging local knowledge and global best practices to achieve real-world results that benefit your business and the community.

When dealing with complex projects or seeking expertise in engineering and product development, look no further than COLETEK - a partner operating throughout Australia, serving businesses across Dunolly, New South Wales, Australia. Our commitment to collaboration, innovation, and reliability sets us apart from the competition, allowing your business to thrive while we help you stay ahead of the curve.

To get started on your next project or learn more about how COLETEK can support your goals, please don't hesitate to reach out. Our friendly team is eager to discuss your needs and provide expert advice. We're proud to serve businesses in Dunolly, New South Wales, Australia, working together for a brighter future.