AI & Machine Learning Services for Orton Park 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 Orton Park 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 Orton Park 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 Orton Park 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 leading multidisciplinary engineering and product development company based in Orton Park, New South Wales, Australia, COLETEK has been a trusted partner to businesses across the nation since 2001. Our team of experts is dedicated to delivering innovative and reliable solutions that enhance our clients' operations, products, and services throughout the region. Operating throughout Orton Park, New South Wales, Australia, we have established ourselves as a go-to engineering consultancy for local businesses seeking cutting-edge expertise. Our comprehensive approach combines the latest technologies with tried-and-true methodologies, allowing us to tackle complex challenges head-on. This proven formula has earned COLETEK a reputation as a reliable and collaborative partner, empowering clients to achieve their goals. As an experienced and innovative engineering company based in Orton Park, New South Wales, Australia, we take pride in our versatile expertise, covering disciplines such as mechanical, electrical, and software engineering. By combining these strengths with industry-recognized standards and best practices, we develop solutions that are tailored to the unique needs of businesses serving the Orton Park region. Our commitment to reliability, collaboration, and capability has enabled us to serve a diverse range of clients across various sectors in and around Orton Park, New South Wales, Australia. Whether you're looking to improve your manufacturing processes, enhance product quality, or optimize operational efficiency, COLETEK's multidisciplinary expertise is uniquely positioned to support your success. By entrusting COLETEK with your engineering and product development needs, you can tap into our collective knowledge and experience acquired from years of working with businesses like yours in Orton Park, New South Wales, Australia. Our passion for innovation and commitment to delivering exceptional results will guide us as we work together to drive growth and transformation within the region.