AI & Machine Learning Services for Singletons Mill 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 Singletons Mill 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 Singletons Mill 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 Singletons Mill 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 Coeltik, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Over the years, we've built a reputation as a trusted partner for businesses across Singletons Mill, New South Wales, Australia, and throughout the country. Our commitment to innovation, reliability, and collaboration has earned us a spot as a go-to provider of engineering solutions. As a key player in the Singleton region, we understand the unique challenges that local businesses face. That's why we've dedicated ourselves to serving companies based in Singletons Mill, New South Wales, Australia and beyond. Our team of experts is well-versed in the latest technologies and methodologies, ensuring that our clients receive the best possible service. At Coeltik, we don't just stop at delivering products; we take pride in building long-term relationships with our partners. By working closely together, we can identify challenges and opportunities, develop innovative solutions, and drive growth for your business. Our engineering expertise spans multiple disciplines, from mechanical and electrical systems to software development and testing. As a company that's deeply rooted in Singletons Mill, New South Wales, Australia, we're passionate about empowering local businesses to succeed. We believe that by combining our strengths with yours, we can create remarkable outcomes that benefit the community as a whole. Whether you're looking to launch a new product, streamline your operations, or simply need strategic guidance, we're here to support your journey. So why settle for anything less than exceptional when working with an engineering partner? Let Coeltik's 20+ years of experience and trusted reputation be your guide. We operate throughout Singletons Mill, New South Wales, Australia, and are committed to delivering results that meet the highest standards. If you're ready to build something remarkable together, let's get started.