AI & Machine Learning Services for Currowan 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 Currowan 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 Currowan 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 Currowan 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 the trusted engineering and product development partner for businesses across Currowan, New South Wales, Australia, COLETEK is dedicated to delivering innovative solutions that drive real results. Established in 2001 as a multidisciplinary company, we've built a reputation as a go-to partner for organizations seeking reliability, collaboration, and capability. Based in Currowan, New South Wales, Australia, our team brings together experts from diverse backgrounds, each with a passion for shaping the future through engineering and product development. Our national presence means we're well-equipped to support businesses not just in Currowan, but throughout Australia, helping them overcome challenges and capitalize on opportunities. From concept to prototype, COLETEK's expertise spans multiple industries, ensuring our partnerships deliver tangible benefits. We work closely with clients, understanding their unique needs and leveraging our collective knowledge to create tailored solutions. In Currowan, New South Wales, Australia, we've built a strong track record of delivering successful projects, fostering long-term relationships, and helping local businesses thrive. Whether you're looking to optimize existing processes or develop new products, COLETEK's multidisciplinary approach can help bridge the gap between your vision and reality. Our focus on collaboration ensures seamless integration with your team, streamlining communication and ensuring that our collective expertise yields lasting success. In Currowan, New South Wales, Australia, and beyond, COLETEK is deeply committed to serving businesses across a broad range of industries. We've earned a reputation for reliability, innovation, and trusted counsel, making us the perfect partner for your next project or innovation initiative.