AI & Machine Learning Services for Hay South 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 Hay South 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 Hay South 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 Hay South 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.

For over two decades, COLETEK has been a trusted name in the Australian engineering and product development sector. Our roots run deep, yet we remain agile and innovative, always looking for ways to support businesses across Hay South, New South Wales, Australia, and beyond. As a multidisciplinary company established in 2001, our national reputation speaks to our commitment to collaboration, reliability, and capability. When you need expert guidance on a complex project or product development challenge, turn to COLETEK. Our team has extensive experience working with diverse industries across Hay South, New South Wales, Australia, tailoring solutions that drive success. Whether it's ensuring the integrity of your manufacturing processes, optimizing supply chain logistics, or enhancing customer experiences, our engineers and product developers are dedicated to delivering exceptional results. It's not just about having a team with impressive credentials - at COLETEK, we're committed to fostering long-term relationships built on trust and open communication. We take the time to understand your business goals, identify potential roadblocks, and develop tailored solutions that drive meaningful outcomes. By partnering with us, you'll gain access to a wealth of knowledge, cutting-edge technologies, and a team passionate about making a lasting impact. As we continue to invest in our people, processes, and facilities, COLETEK is uniquely positioned to support businesses operating throughout Hay South, New South Wales, Australia. With our expertise at your disposal, explore new opportunities, overcome challenges, and unlock the potential for growth and innovation. Look no further than COLETEK - your trusted ally for engineering, product development, and transformative change. And now, we invite you to take the first step towards a brighter future: let's build something remarkable together.