AI & Machine Learning Services for Tanglewood 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 Tanglewood 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 Tanglewood 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 Tanglewood 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 owner or decision-maker in Tanglewood, New South Wales, Australia, you understand the importance of having reliable partners who can help you drive growth and success. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company, established in 2001 and operating throughout the country.

Based in Tanglewood, New South Wales, Australia, our team is dedicated to supporting businesses across this wonderful region. Our passion is helping innovators like you bring their ideas to life through clever engineering and product development solutions. Whether you're looking to streamline operations, improve customer experiences, or enhance your competitive edge, we've got the expertise and know-how to help.

In our many years of operation, COLETEK has built a reputation for delivering top-notch results through collaboration, innovation, and a commitment to excellence. You can trust us to provide end-to-end support from concept development to production, ensuring seamless integration with your existing processes.

What sets us apart is our capability to tackle complex engineering and product development challenges across industries and sectors. We don't just focus on specific services – we work closely with you to understand your unique needs and develop tailored solutions that drive real value. Our team is comprised of experienced engineers, product developers, and project managers who are passionate about delivering results that meet your expectations.

In the heart of Tanglewood, New South Wales, Australia, COLETEK is well-positioned to serve businesses across this region and beyond. We're not just a company – we're your partner in engineering and product development, dedicated to helping you achieve your goals and take your business to new heights.