AI & Machine Learning Services for Nundle 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 Nundle 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 Nundle 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 Nundle 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.

As a business operating within the heart of regional Australia, you understand the importance of reliability, collaboration, and capability when it comes to engineering and product development. That's where COLETEK comes in – a multidisciplinary Australian company established in 2001, offering trusted national reputation and extensive expertise to businesses just like yours in Nundle, New South Wales, Australia. With years of experience in serving businesses across Nundle, New South Wales, Australia, we've developed a unique capability that empowers innovation and drives forward-thinking solutions. Our commitment to collaboration ensures seamless integration with your workflow, ensuring your products or services are not only high-performing but also tailored to meet the specific needs of your customers. Operating throughout Australia, including in Nundle, New South Wales, Australia, we've had the privilege of working alongside numerous businesses across various industries. Whether it's developing new products, improving existing ones, or implementing innovative processes, our multidisciplinary team is dedicated to delivering exceptional results that exceed client expectations. COLETEK doesn't just talk about being a trusted partner – we back up our claims with tangible proof of success from past projects and clients. We're passionate about helping businesses in Nundle, New South Wales, Australia thrive by providing expertise that can be applied to their unique challenges and opportunities. So why choose COLETEK for your engineering and product development needs? Simply put, it comes down to our passion for innovation, collaboration, and excellence. We're not just a company – we're partners who genuinely care about the well-being and prosperity of businesses in Nundle, New South Wales, Australia, like yours.