AI & Machine Learning Services for Palmwoods 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 Palmwoods 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 Palmwoods 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 Palmwoods 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.

Located in Palmwoods, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With a strong national reputation built on reliability, collaboration, and capability, we are committed to supporting businesses like yours across Palmwoods and beyond.

We take pride in our ability to bridge the gap between innovation and implementation, working closely with local businesses to develop tailored solutions that meet their unique needs. By leveraging our extensive experience and expertise, we help companies in Palmwoods and surrounding areas unlock new opportunities and drive growth. Whether you're a small startup or an established enterprise, COLETEK has the skills and know-how to support your project requirements.

As a trusted engineering partner for businesses operating throughout Australia, including those based in Palmwoods, New South Wales, Australia, we focus on building long-term relationships founded on transparency, open communication, and a commitment to delivering results. Our multidisciplinary approach enables us to tackle complex projects with ease, ensuring that your goals are aligned with our expertise.

With COLETEK's experienced team focused on the needs of Palmwoods businesses like yours, you can trust that we will provide the engineering support necessary to help you achieve success. We understand the unique challenges and opportunities faced by companies operating in this region, and we are dedicated to helping you overcome any obstacles and seize new opportunities.

As a local business owner or technical decision-maker in Palmwoods, New South Wales, Australia, you deserve access to reliable, capable, and innovative engineering services that cater to your specific needs. By partnering with COLETEK, you can benefit from our extensive experience, expert knowledge, and commitment to customer satisfaction.