AI & Machine Learning Services for Tooleybuc 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 Tooleybuc 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 Tooleybuc 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 Tooleybuc 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 in Tooleybuc, New South Wales, Australia, you understand the importance of having a reliable partner to help drive your operations forward. At COLETEK, we've been serving businesses across Tooleybuc, New South Wales, Australia since 2001, establishing ourselves as a trusted and innovative engineering and product development company. Our national reputation is built on our ability to deliver exceptional results, collaborating closely with clients to understand their unique needs. With offices based in Tooleybuc, New South Wales, Australia, we're well-positioned to support local businesses throughout the region, from Inverell to Moree, Narrabri, and beyond. Our team of experts has a deep understanding of the challenges faced by regional businesses, allowing us to develop tailored solutions that meet the specific needs of your operation. What sets COLETEK apart is our multidisciplinary approach to engineering and product development. We don't just focus on a single aspect of your business; instead, we take a holistic view, incorporating knowledge from various disciplines to create innovative, efficient, and effective solutions. This collaborative approach has earned us a reputation for reliability, with clients appreciating our ability to understand their unique needs and deliver results that meet their expectations. Operating throughout Tooleybuc, New South Wales, Australia, COLETEK is dedicated to supporting local businesses in their pursuit of innovation and growth. Our team of experts will work closely with you to develop a customized solution that meets your specific challenges, leveraging our experience and capabilities to drive success. Whether you're looking for ways to streamline operations, improve productivity, or enhance customer experiences, we're here to help. At COLETEK, we're committed to being more than just an engineering partner – we strive to be a trusted ally in the pursuit of your business goals. Let’s build something remarkable together.