AI & Machine Learning Services for Tubbamurra 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 Tubbamurra 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 Tubbamurra 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 Tubbamurra 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.

At COLETEK, we're proud to serve businesses across Tubbamurra, New South Wales, Australia, offering a unique combination of technical expertise, innovative thinking, and a proven track record of delivering successful projects. As a multidisciplinary Australian engineering and product development company established in 2001, our trusted national reputation is built on a foundation of reliability, collaboration, and capability.

By partnering with COLETEK, businesses in Tubbamurra, New South Wales, Australia can tap into our extensive experience across various industries. We understand the challenges faced by local companies and are committed to providing tailored solutions that drive growth and innovation. Whether you're a startup or an established player, we'll work closely with you to identify opportunities and capitalize on them.

We've had the pleasure of supporting businesses throughout Australia, including those in and around Tubbamurra, New South Wales, Australia. Our extensive experience has equipped us to handle projects of varying complexity and scope, from concept development to commercialization. By partnering with COLETEK, you can leverage our expertise to navigate the ever-changing landscape of your industry.

What sets us apart is our ability to deliver innovative, practical solutions that meet the unique needs of each client. Our team consists of dedicated engineers and product developers who are passionate about their work and committed to delivering exceptional results. By working together, we can help you achieve your goals and drive your business forward.

At COLETEK, we're more than just a service provider – we're a trusted partner for businesses in Tubbamurra, New South Wales, Australia and beyond. We're committed to delivering exceptional value and supporting the regional community we operate within.