AI & Machine Learning Services for Candelo 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 Candelo 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 Candelo 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 Candelo 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.

At COLETEK, we're thrilled to be a part of the vibrant community that is Candelo, New South Wales, Australia. For over two decades, our multidisciplinary team of engineers and product developers has been dedicated to delivering innovative solutions that meet the unique needs of businesses within this charming region. Established in 2001 as a national engineering and product development company, COLETEK has built a reputation for reliability, collaboration, and capability that spans industries and geographic boundaries. Our commitment to quality has earned us a trusted partner status within various sectors, including manufacturing, construction, and beyond. Based in Candelo, New South Wales, Australia, we're well positioned to support businesses across this region as they navigate the challenges and opportunities of modern entrepreneurship. Whether you're looking for expert guidance on product development, manufacturing process optimization, or supply chain management, our team is equipped to provide tailored solutions that drive your success. What sets us apart from other engineering firms is our ability to blend cutting-edge technology with practical business acumen. We understand the importance of fostering strong relationships and leveraging our collective expertise to overcome the most complex challenges. By collaborating closely with clients, we can adapt to changing market conditions, identify new opportunities, and create products that meet and exceed customer expectations. Throughout Candelo, New South Wales, Australia and across the nation, businesses are seeking trusted partners who possess a deep understanding of their industry, a passion for innovation, and the technical expertise to bring it all together. At COLETEK, we're proud to be that partner – one that delivers on its promises and exceeds expectations. As you navigate the intricacies of running a business in Candelo, New South Wales, Australia, consider partnering with COLETEK. Together, we can build something remarkable that drives your growth, enhances your reputation, and strengthens your competitive edge.