AI & Machine Learning Services for Argoon 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 Argoon 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 Argoon 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 Argoon 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 a multidisciplinary Australian engineering and product development company established in 2001 with a reputation built on trust, reliability, and innovative solutions. Our national footprint enables us to support businesses across Argoon, New South Wales, Australia, as well as throughout the country. As your trusted partner, we empower organizations like yours to succeed by providing collaborative, tailored engineering and product development services. As a testament to our commitment to excellence, COLETEK has honed its expertise through years of experience in serving businesses across Argoon, New South Wales, Australia. Our team is well-equipped to tackle complex challenges, from conceptualization to practical implementation. By collaborating closely with you, we craft tailored solutions that meet your unique needs and propel your business forward. In Argoon, New South Wales, Australia, local businesses face a range of obstacles, from scaling operations to embracing digital transformation. At COLETEK, we understand these challenges firsthand and are dedicated to helping entrepreneurs and decision-makers overcome them with our multidisciplinary expertise. By recognizing the importance of adaptability and resilience in today's fast-paced market, we foster partnerships built on mutual understanding, open communication, and a shared vision for success. With a strong foundation in engineering and product development, COLETEK provides businesses throughout Australia, including those based in Argoon, New South Wales, Australia with a trusted partner who shares their commitment to excellence. By leveraging our capabilities, you gain access to cutting-edge solutions that drive results, reduce costs, and enhance customer satisfaction. In the heart of Argoon, New South Wales, Australia, we're proud to be operating throughout the region, supporting local businesses in their pursuit of innovation and growth. Join forces with us today, and let's build something remarkable together – a partnership that propels your organization forward and sets the stage for long-term success.