AI & Machine Learning Services for Lucas Heights 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 Lucas Heights 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 Lucas Heights 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 Lucas Heights 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 team of experts is dedicated to serving businesses across Lucas Heights, New South Wales, Australia and throughout the country. Innovative and reliable solutions are at the heart of our success. With years of experience and a strong reputation nationwide, we've built a trusted name by delivering exceptional results for our clients in Lucas Heights, New South Wales, Australia. Whether you're an entrepreneur, small business owner or leading a larger enterprise, our team is committed to providing tailored engineering solutions that meet the unique needs and goals of your organisation. Based in Lucas Heights, New South Wales, Australia, we've developed a deep understanding of the local industry landscape and have supported numerous businesses throughout the region. Our collaboration with clients yields innovative products, services, and systems that drive growth, improve efficiency, and enhance customer satisfaction. We're not just about the technologies we apply; it's also about the capabilities we bring to the table. Our team combines expertise in product development, engineering, software, and data analytics to deliver comprehensive solutions. By partnering with COLETEK, businesses in Lucas Heights, New South Wales, Australia can tap into our collective knowledge and experience to overcome challenges and achieve their vision. As a reliable partner for Lucas Heights, New South Wales, Australia businesses, we're committed to empowering growth, driving innovation, and building strong relationships. If you're seeking an expert engineering partner that understands the unique needs of your organisation and the market in which you operate, look no further than COLETEK. We'd love the opportunity to explore how our expertise can benefit your business.