AI & Machine Learning Services for Milperra 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 Milperra 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 Milperra 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 Milperra 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 valued business owner or technical decision-maker in Milperra, New South Wales, Australia, you're likely no stranger to the demands of running a successful enterprise. With COLETEK, you can trust that your innovative solutions are in good hands. As a multidisciplinary Australian engineering and product development company established in 2001, we've spent over two decades honing our expertise to provide unparalleled support for businesses like yours across Milperra and throughout Australia. Throughout these years, our team of experts has been committed to understanding the unique needs of Australian industries. Our extensive experience has equipped us with the capabilities to address complex requirements, ensuring that your products and solutions meet the highest standards. By partnering with COLETEK, you can tap into our resources, expertise, and network to drive innovation and growth in Milperra, New South Wales, Australia. As a trusted national reputation, we've earned recognition for our reliability, collaboration, and technical prowess. When it comes to product development or engineering solutions, don't settle for anything less than the best. Our comprehensive approach covers every aspect of the process, from concept to delivery, ensuring that your project is executed flawlessly and meets the most demanding standards. Whether you're looking to improve operational efficiency, develop new products, or enhance overall competitiveness, we've got the expertise to guide you. At COLETEK, serving businesses across Milperra, New South Wales, Australia is our top priority. Our local knowledge and global perspective empower us to craft tailored solutions that address specific regional challenges and opportunities. By working closely with your team, we can better understand your unique needs and develop innovative engineering and product development strategies to drive success. Our commitment to excellence doesn't stop at individual projects; it's reflected in our dedication to community-wide growth. We've built a reputation for being trustworthy advisors, reliable partners, and innovative thinkers. By harnessing the collective power of local business expertise, we're driving Australia's progress forward, one project at a time. For businesses serving Milperra, New South Wales, Australia, we understand the importance of building strong foundations. That's why we focus on collaboration, stakeholder engagement, and social responsibility. Our comprehensive approach considers the unique needs of your community, ensuring that our solutions are mutually beneficial for all parties involved.