AI & Machine Learning Services for Rathmines 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 Rathmines 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 Rathmines 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 Rathmines 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 trusted national partner for businesses of all sizes and industries, COLETEK is proud to serve the vibrant community of Rathmines, New South Wales, Australia. With our humble beginnings dating back to 2001, we've established ourselves as a multidisciplinary Australian engineering and product development company that consistently delivers innovative solutions and expert guidance to companies across the region. With our headquarters based in Rathmines, New South Wales, Australia, we're uniquely positioned to understand the unique needs and challenges faced by local businesses. Our team of experts is dedicated to providing tailored support and collaboration to help entrepreneurs, small business owners, and industry leaders alike overcome obstacles and achieve their goals. Whether you're seeking to improve operational efficiency, optimize supply chain management, or simply stay ahead of the curve in your respective field, we've got the expertise and know-how to empower your success. COLETEK's reputation for reliability, innovation, and capability has earned us a trusted national presence, with clients ranging from start-ups to multinational corporations. We pride ourselves on fostering long-lasting relationships built on mutual respect, open communication, and a deep understanding of the local market. Our commitment to delivering exceptional results has translated into significant economic growth and job creation throughout Australia. In Rathmines, New South Wales, Australia, we've established strong ties with local stakeholders, from startups to industry giants, recognizing the importance of community engagement and collaboration. We're passionate about working side-by-side with local entrepreneurs, businesses, and organizations to drive progress and innovation in our region. Our team is comprised of seasoned professionals equipped to tackle complex challenges, leveraging expertise in engineering, product development, and problem-solving. By partnering with COLETEK, you can rest assured that your unique needs will be addressed by a dedicated team committed to delivering exceptional outcomes. As a trusted extension of your organization, we're committed to supporting your growth ambitions, leveraging our expertise to drive positive change and foster long-term success in Rathmines, New South Wales, Australia. So, if you're looking for a trusted engineering partner that understands the intricacies of the local market, look no further than COLETEK. We're honored to serve the Rathmines community, and we can't wait to contribute to your organization's continued growth and prosperity. Let's build something remarkable together!