AI & Machine Learning Services for Geurie 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 Geurie 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 Geurie 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 Geurie 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.

Proudly serving businesses across Geurie, New South Wales, Australia, and throughout the country, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Our innovative approach, combined with years of experience and a reputation for trustworthiness, makes us the go-to partner for local businesses seeking reliable solutions to drive their growth. With our expertise rooted in Geurie, New South Wales, Australia, we understand the unique challenges faced by regional businesses. By working collaboratively with our clients, we tailor our engineering and product development capabilities to meet the specific needs of each business, helping them overcome complex problems and seize opportunities for growth. Our national reputation as a trusted partner in Australian engineering and product development has been built on these principles, and we're committed to continuing this tradition in Geurie, New South Wales, Australia. Our commitment to capability extends beyond our technical expertise. We foster open communication and empathy with each of our clients, ensuring that their unique goals and objectives are at the forefront of every project. This collaborative approach has earned us a reputation for delivering projects on time, within budget, and exceeding expectations. For businesses in Geurie, New South Wales, Australia, seeking a reliable partner to help drive their success, we're here to support you every step of the way. Operating throughout Geurie, New South Wales, Australia, our talented team of engineers, designers, and product developers is dedicated to delivering innovative, high-quality solutions that meet the specific needs of local businesses. When you're looking for a trusted partner to help you overcome challenges or seize new opportunities in Geurie, New South Wales, Australia, look no further than COLETEK. Our commitment to engineering excellence, collaboration, and capability makes us uniquely qualified to support the success of local businesses across Geurie, New South Wales, Australia.