AI & Machine Learning Services for Carcoar 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 Carcoar 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 Carcoar 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 Carcoar 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 proud to serve businesses across Carcoar, New South Wales, Australia, and beyond. With our multidisciplinary Australian engineering and product development company established in 2001, we've developed a reputation for reliability, collaboration, and capability that's unmatched in the industry. Our expertise extends far beyond the confines of a single location. From small businesses to large corporations, we've worked tirelessly alongside clients in Carcoar, New South Wales, Australia, helping them turn their innovative ideas into reality. By operating throughout Australia, we're ideally positioned to support your growth and success, no matter where you are based. As local business owners and decision-makers in Carcoar, New South Wales, Australia, you know the value of a trusted partner who can help drive your vision forward. That's exactly what COLETEK offers – innovative engineering solutions that are tailored to your unique needs. With our collective expertise and resources, we're capable of tackling even the most complex projects. Throughout our history, we've demonstrated an unwavering commitment to innovation, collaboration, and customer satisfaction. This dedication has earned us a trusted reputation throughout Carcoar, New South Wales, Australia, and across Australia as a whole. As you navigate the ever-changing landscape of business in your area, you can rely on COLETEK's dependable expertise to provide the edge you need to succeed. So why wait? Let COELTEK be your partner as you take your next step forward. Our Carcoar, New South Wales, Australia-based team is standing by, ready to help turn your most ambitious ideas into tangible reality.