AI & Machine Learning Services for Laguna 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 Laguna 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 Laguna 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 Laguna 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.

Here is the requested content block: In the heart of New South Wales, Australia, there are many thriving businesses that drive the local economy. At COLETEK, we're proud to be a trusted companion to these businesses as they navigate the challenges and opportunities of innovation. Our multidisciplinary engineering and product development company has been serving businesses across Laguna, New South Wales, Australia for over two decades. As a national player with a strong reputation for reliability and collaboration, we've developed unique capabilities that enable us to partner with clients from various industries. Whether you're an established organization or a startup looking to disrupt the status quo, COLETEK can help you achieve your goals. Our team of experts based in Laguna, New South Wales, Australia is well-equipped to address your technical needs and provide tailored solutions for real-world problems. Our commitment to innovation and customer satisfaction has earned us a reputation as a trusted advisor to businesses throughout Australia, including those located in Laguna, New South Wales. By leveraging our expertise, you can focus on what matters most – growing your business and making a positive impact in the community. When it comes to developing new products or solving complex engineering challenges, you can rely on COLETEK to provide comprehensive support every step of the way. At COLETEK, we understand that each client is unique, with distinct requirements and goals. That's why we take a collaborative approach to every project, working closely with clients to identify their needs and deliver custom-tailored solutions that meet their objectives. Our expertise spans multiple disciplines, allowing us to integrate engineering, product development, and manufacturing capabilities to serve businesses across Laguna, New South Wales, Australia. If you're looking for a trusted partner in innovation, COLETEK is here for you. Operating throughout Australia, including Laguna, New South Wales, our team is dedicated to delivering exceptional results, driving business growth, and fostering long-term relationships with clients. Whether you need assistance with product development, engineering design, or manufacturing optimization, we're here to help.