AI & Machine Learning Services for Fullerton 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 Fullerton 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 Fullerton 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 Fullerton 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 trusted national engineering and product development company established in 2001, we've had the privilege of working with businesses across Fullerton, New South Wales, Australia to deliver innovative solutions. Our multidisciplinary approach has enabled us to provide seamless support to local companies operating in various industries, from manufacturing to professional services. Based in Fullerton, New South Wales, Australia, our team is well-equipped to understand the unique challenges and opportunities that our regional clients face. We take pride in being a reliable partner for businesses looking to improve their products, processes, or operations. Our expertise spans multiple disciplines, including product development, systems engineering, and manufacturing technology. Operating throughout Fullerton, New South Wales, Australia, we've established ourselves as a go-to provider of tailored solutions that meet the specific needs of local industries. We believe in collaboration and take a proactive approach to understanding our clients' goals, challenges, and aspirations. This enables us to develop customised engineering and product development solutions that drive measurable results. At COLETEK, we're proud of our reputation for delivering high-quality outcomes, on-time and within budget. Our comprehensive portfolio includes innovative products, manufacturing systems, and process improvements that have made a significant impact across various industries. We've had the pleasure of supporting businesses in Fullerton, New South Wales, Australia to achieve increased efficiency, productivity, and profitability. As a local expert in engineering and product development, we're committed to supporting the growth and prosperity of our community in Fullerton, New South Wales, Australia. Whether you're looking for solutions to improve your products, processes, or operations, or seeking a trusted partner to help drive innovation, we're here to support your goals.