AI & Machine Learning Services for Rosebank 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 Rosebank 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 Rosebank 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 Rosebank 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 established in 2001, we're proud to serve businesses across Rosebank, New South Wales, Australia, and throughout the nation. Our team of experts is passionate about delivering cutting-edge solutions that drive success for our clients. With unwavering dedication to innovation and collaboration, we've earned a reputation as trusted partners for those seeking engineering excellence.

Operating from our base in Rosebank, New South Wales, Australia, we understand the unique challenges faced by local businesses and organizations. Our experienced professionals are committed to providing tailored support that addresses these distinct needs, ensuring seamless integration with existing operations and processes. Whether you're a startup or an established player, rest assured that our team will work closely with yours to develop bespoke solutions that address your specific goals.

At COLETEK, we take pride in our ability to balance technical expertise with real-world problem-solving. Our long-standing reputation for reliability and capability has earned us recognition as a go-to partner for businesses seeking engineering and product development support in Rosebank, New South Wales, Australia, and beyond.

We're proud of our national reach and the trust we've built across Australia. By partnering with COLETEK, you'll gain access to an extensive network of industry leaders, researchers, and innovators who share your aspirations for growth and innovation. Whether looking to enhance existing product lines, develop new market opportunities, or tackle complex engineering challenges, our team is equipped to guide you every step of the way.

Here at COLETEK, we're not just engineers – we're co-creators, problem-solvers, and trusted advisors who prioritize building lasting relationships with our clients. Our dedication to collaboration and innovative thinking drives us to deliver exceptional results that exceed your expectations.