AI & Machine Learning Services for Aranda 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 Aranda 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 Aranda 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 Aranda 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 name in the Australian engineering and product development landscape, COLETEK has earned a reputation for delivering reliable, innovative solutions to businesses of all sizes across the nation – including those based in Aranda, Australian Capital Territory. Our multidisciplinary team brings together experts from various fields to tackle complex problems and unlock new opportunities for our clients. With over 20 years of experience since our establishment in 2001, we've developed a unique capability to handle projects spanning multiple disciplines. Whether you're a local business owner or an entrepreneur in Aranda, Australian Capital Territory looking to drive growth, improve efficiency, or enhance customer experiences, COLETEK's innovative approach and technical expertise can help. At the heart of our operations is a commitment to collaboration. We understand that successful projects rely on effective communication, mutual understanding, and a shared vision between clients, engineers, and developers. By working closely with your team, we'll ensure that your needs are met, your goals are achieved, and your budget is respected. By serving businesses across Aranda, Australian Capital Territory and beyond, we've developed an intimate understanding of the local industries, challenges, and opportunities. Our expertise spans multiple sectors, including but not limited to: technology, defence, healthcare, manufacturing, and government. When you partner with COLETEK, you can expect a reliable, results-driven approach that's tailored to your unique needs. We're dedicated to delivering exceptional value, ensuring our work aligns with your goals, and fostering long-term relationships built on trust and mutual respect. If you're looking for an experienced, innovative, and trustworthy engineering and product development partner to help drive your Aranda, Australian Capital Territory business forward, look no further than COLETEK. We're here to listen, collaborate, and deliver results that make a real difference in the world – starting right here in our community.