AI & Machine Learning Services for Koreelah 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 Koreelah 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 Koreelah 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 Koreelah 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.

Located at the heart of Koreelah, New South Wales, Australia, COLETEK is a multidisciplinary engineering and product development company that has been delivering innovative solutions to businesses across the country since 2001. As a respected national player in the Australian engineering landscape, we take pride in our reputation for reliability, collaboration, and capability.

Our team of experts is dedicated to leveraging their collective experience and skills to support local businesses in Koreelah and throughout Australia. Whether you're looking to improve operational efficiency, develop new products or services, or overcome specific technical challenges, COLETEK is committed to providing tailored engineering solutions that meet the unique needs of your business.

As a trusted partner for many Australian companies, we understand the importance of building strong relationships and fostering open communication. Our experienced engineers and product developers work closely with clients to identify their goals, develop creative solutions, and deliver high-quality results that exceed expectations.

At COLETEK, we believe in the power of collaboration and the value of our long-standing reputation as a trusted engineering partner for businesses across Koreelah, New South Wales, Australia. With a demonstrated track record of delivering successful projects and exceeding client expectations, we're proud to serve as a trusted advisor and solutions provider for companies seeking innovative engineering solutions.

So why wait? Let us be your guide in navigating the complex world of engineering and product development. Together, let's build something remarkable that aligns with your business goals and vision. We'd love the opportunity to discuss how COLETEK can support your needs and help drive your success.