AI & Machine Learning Services for East Lake Maquarie 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 East Lake Maquarie 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for East Lake Maquarie 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 East Lake Maquarie 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 the heartbeat of innovation in Australia, COLETEK has been empowering businesses across East Lake Maquarie, New South Wales, Australia and beyond since 2001. Our multidisciplinary team has consistently delivered cutting-edge solutions that drive results, fostering a reputation as a trusted engineering partner for companies seeking to push boundaries. With a rich history of delivering engineering and product development expertise, we're perfectly positioned to support the growth aspirations of East Lake Maquarie's businesses. Whether you're looking to streamline operations, enhance customer experiences, or simply adapt to an ever-evolving market landscape – our collaborative approach ensures seamless integration with your organization's goals. Our national reputation is built on a foundation of reliability, capability, and an unwavering commitment to innovation. We take pride in understanding the unique challenges faced by businesses in East Lake Maquarie, New South Wales, Australia and have developed tailored solutions that address local market needs. By operating throughout major metropolitan areas, regional hubs like East Lake Maquarie, New South Wales, Australia are not isolated from our expertise. As a trusted partner for businesses across East Lake Maquarie's commercial, industrial, and innovation sectors, we're dedicated to crafting bespoke solutions that meet the specific needs of each client. Our team's versatility spans multiple disciplines, allowing us to leverage this expertise for collaborative problem-solving with your organization. By partnering with COLETEK, East Lake Maquarie-based businesses can rest assured they're receiving expert guidance from a reputable engineering firm capable of tackling even the most complex challenges. Join forces with a leader in product development and engineering to propel your growth aspirations forward. Let the collective expertise of our team serve as a springboard for your success story.