AI & Machine Learning Services for Lynwood 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 Lynwood 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 Lynwood 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 Lynwood 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has honed its expertise to support businesses across Lynwood, New South Wales, Australia. Our reputation as trusted innovators has earned us national recognition for our commitment to reliability, collaboration, and capability. With our deep understanding of the local market, we pride ourselves on being a valued partner for companies in Lynwood, New South Wales, Australia. We recognize that each business is unique, with its own set of challenges and opportunities. Our team of experienced engineers and product developers work closely with clients to understand their needs and develop tailored solutions that drive real results. Our expertise spans multiple industries and domains, from industrial automation to medical devices. By leveraging our knowledge and resources, businesses in Lynwood, New South Wales, Australia can benefit from COLETEK's comprehensive engineering services, including design, development, testing, and implementation. We are dedicated to delivering high-quality solutions that meet the highest standards of performance, safety, and reliability. COLETEK is proud to serve businesses throughout Lynwood, New South Wales, Australia, as well as nationwide. Our goal is to empower local companies to succeed by providing them with cutting-edge engineering expertise, innovative thinking, and a commitment to excellence. Whether you're looking to improve efficiency, reduce costs, or capitalize on new opportunities, COLETEK has the capabilities and expertise to help you achieve your goals. In today's fast-paced business environment, it's essential to partner with an organization that shares your values and can deliver results. COLETEK is that trusted partner for businesses in Lynwood, New South Wales, Australia. With our extensive experience, innovative approach, and commitment to excellence, we are confident that we can help you build something remarkable together.