AI & Machine Learning Services for Wagga Wagga 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 Wagga Wagga 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 Wagga Wagga 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 Wagga Wagga 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 trusted national player in the engineering and product development space, COLETEK is proud to serve businesses across Wagga Wagga, New South Wales, Australia. For over two decades, our multidisciplinary team has been empowering organizations of all shapes and sizes with innovative solutions that drive growth and improvement. Established in 2001, COletek has built a reputation for reliability, collaboration, and capability, delivering results-driven engineering services to clients from diverse industries across Wagga Wagga, New South Wales, Australia. Our experience and expertise have earned us a trusted place among businesses seeking tailored solutions that meet their unique needs. At COLETEK, we understand the importance of building strong relationships with local businesses in Wagga Wagga, New South Wales, Australia. To achieve this, our team takes the time to listen to your goals, challenges, and aspirations, crafting bespoke solutions designed to overcome obstacles and seize opportunities. Whether you're seeking to improve efficiency, enhance customer experience, or develop new products and services, COletek is dedicated to collaborating with you to drive success. We operate throughout Wagga Wagga, New South Wales, Australia, supporting local businesses like yours with innovative, practical, and reliable engineering solutions. Our team draws on a wealth of knowledge and expertise to deliver top-notch results, every time. Whatever your challenge or goal, we're equipped to provide the right mix of creativity, technical know-how, and industry insight needed to achieve exceptional outcomes. If you're seeking expert engineering and product development guidance tailored to your specific needs, look no further than COletek. We're here to help businesses in Wagga Wagga, New South Wales, Australia navigate the increasingly complex landscape of technological innovation and digital transformation.