AI & Machine Learning Services for Koorainghat 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 Koorainghat 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 Koorainghat 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 Koorainghat 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for being trusted by businesses across Koorainghat, New South Wales, Australia and throughout the nation. We take pride in our ability to collaborate with local businesses, providing innovative solutions that drive success. At COLETEK, we're proud to be based in Koorainghat, New South Wales, Australia, where our team is dedicated to building strong relationships with businesses like yours. With years of experience working on a wide range of projects, from conceptualization to execution, we've earned a reputation for delivering reliable and effective results. Our company's expertise extends beyond a single industry or sector; instead, we adopt a comprehensive approach that considers the unique challenges and opportunities faced by Koorainghat, New South Wales, Australia businesses. We understand that each business is distinct, with its own set of goals, constraints, and priorities. That's why we tailor our solutions to meet the specific needs of your organization. By partnering with COLETEK, you can tap into our collective expertise, knowledge, and capabilities. Our team is committed to providing personalized support and guidance, ensuring that your projects are completed efficiently and effectively. Whether you're looking to launch a new product, improve existing processes, or overcome technical challenges, we'll work closely with you to deliver results that exceed your expectations. As your trusted partner in engineering and product development, COLETEK is committed to serving businesses across Koorainghat, New South Wales, Australia and beyond. We believe in the power of collaboration and are dedicated to helping local businesses succeed. If you're looking for a reliable and innovative partner to support your growth, look no further.