AI & Machine Learning Services for Rye Park 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 Rye Park 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 Rye Park 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 Rye Park 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our commitment to delivering innovative solutions has earned us a trusted national reputation. With extensive experience serving businesses across Rye Park, New South Wales, Australia, and throughout the country, our team is well-equipped to support local companies in their pursuit of success.

Data-driven decision-making, process efficiencies, and quality products are just some of the benefits that COLETEK brings to the table. Our collaborative approach ensures that your unique needs are understood and addressed, whether you're an existing business looking to improve operations or a startup eager to establish a strong foundation. By leveraging our capabilities in engineering and product development, you can focus on what matters most – growing your business.

Based in Rye Park, New South Wales, Australia, COLETEK operates throughout the region, offering reliability and a deep understanding of local markets. Our team's expertise spans multiple industries, allowing us to bring a broad perspective to your specific challenges. Whether you're looking to optimize processes, develop new products, or enhance overall performance, our engineers are dedicated to delivering results that meet your unique requirements.

We take pride in being a trusted partner for businesses across Rye Park, New South Wales, Australia, and beyond. Our commitment to excellence is reflected in every project we tackle, from design and development to implementation and support. By partnering with COLETEK, you can rest assured that your engineering needs are being met by a team that's dedicated to exceeding expectations.

So why settle for anything less? Experience the best of Australian engineering expertise and collaborative spirit when you partner with COLETEK. Let our team help drive success in Rye Park, New South Wales, Australia – and throughout the country.