AI & Machine Learning Services for Rosemeath 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 Rosemeath 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 Rosemeath 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 Rosemeath 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 multidisciplinary engineering and product development company established in 2001, COLETEK is committed to serving businesses across Rosemeath, New South Wales, Australia. Our rich history of innovation and reliability has earned us a reputation as one of the most dependable partners for companies throughout the region.

Operating throughout Australia, our team is dedicated to supporting local entrepreneurs and business owners in their pursuit of excellence. By leveraging our expertise in engineering and product development, we help clients overcome challenges and seize opportunities in today's fast-paced marketplace.

We take pride in being a collaborative partner for businesses in Rosemeath, New South Wales, Australia. Our ability to integrate seamlessly with your existing operations and adapt to your unique needs has made us a trusted ally for companies across various industries. Whether you're seeking innovative solutions or dependable project management, we're committed to delivering exceptional results that meet the highest standards.

At COLETEK, our multidisciplinary approach ensures that we can tackle complex projects head-on, providing clients with holistic solutions tailored to their specific needs. By combining engineering and product development expertise with a deep understanding of local markets, we empower businesses in Rosemeath, New South Wales, Australia to achieve remarkable success.

If you're looking for a partner who understands the dynamics of building innovative products and delivering reliable services, we invite you to explore how COLETEK can support your business goals. With our team based in Rosemeath, New South Wales, Australia, we're uniquely positioned to serve clients throughout the region with exceptional expertise and unwavering dedication.