AI & Machine Learning Services for Mount Druitt 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 Mount Druitt 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 Mount Druitt 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 Mount Druitt 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 business owner in Mount Druitt, New South Wales, Australia, you face unique challenges that require innovative solutions. With decades of experience serving businesses across Mount Druitt and beyond, COLETEK is the trusted engineering and product development partner you can rely on to drive growth and prosperity. COLETEK has evolved significantly since its establishment in 2001 as a multidisciplinary Australian company. Our extensive expertise, coupled with cutting-edge technology and innovative approach, allows us to develop tailored solutions that meet your distinct needs. Whether you're operating in Mount Druitt or expanding nationally, our commitment to collaboration, reliability, and capability enables seamless integration into your existing operations. By partnering with COLETEK, you gain access to a wealth of knowledge and expertise across diverse industries. Our teams are well-versed in navigating the complexities of modern business environments, ensuring that your projects receive meticulous attention to detail, precision engineering, and rigorous testing. This results in products and solutions that not only exceed your expectations but also meet the exacting standards demanded by today's competitive markets. Operating throughout Mount Druitt, New South Wales, Australia, and beyond, COLETEK has earned its reputation as a trusted ally for businesses seeking to streamline operations, optimize performance, or improve customer satisfaction. Our presence in Mount Druitt, New South Wales, Australia enables us to cater to the special needs of local companies while providing national reach and scope. By embracing COLETEK's expertise, you can: * Streamline processes, reduce costs, and increase productivity * Develop innovative products that drive competitiveness and growth * Enhance customer satisfaction through tailored solutions For businesses in Mount Druitt, New South Wales, Australia, we understand the importance of building strong relationships with local partners who share your vision. COLETEK's commitment to serving businesses like yours is driven by our passion for delivering exceptional results.