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 forFullerton 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 forFullerton 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.

Australia's Heartland: COLETEK Supports Businesses in Fullerton, Central Tablelands, New South Wales

Fullerton, nestled within the picturesque Central Tablelands of New South Wales, Australia, boasts a rich history and strong community spirit – a place where local businesses thrive and people come together. As a trusted Australian company that has built its reputation on supporting these very same enterprises, COLETEK is dedicated to being a reliable partner for your business in this vibrant region.

With our headquarters based in Australia and operations spanning the nation, we've consistently demonstrated our commitment to delivering exceptional results for clients across the country. Our journey began with a passion for empowering local businesses, knowing that a strong economy stems from strong community roots. And it's precisely this understanding that drives us to provide tailored support to establishments like yours in Fullerton, Central Tablelands.

As you navigate the challenges of running an operation in our great nation, you can rest assured that COLETEK is deeply rooted in Australian culture and industry. Our people possess a deep understanding of local market conditions, ensuring that your business receives expert guidance that's attuned to these unique circumstances. We're not just about providing services; we partner with local companies like yours to grow and succeed.

This unwavering focus on our clients' needs allows us to invest in innovative solutions that address the complexities of modern-day businesses. Our team isn't limited by geographical boundaries, as we harness cutting-edge technology and training to deliver seamless support across Australia – including Fullerton, Central Tablelands. Wherever you're based, COLETEK is a trusted ally with your best interests at heart.

This commitment to excellence has earned us a reputation as a trustworthy Australian company that puts the needs of local businesses first. As we expand our reach across the nation, our roots in this great country remain strong and steady. So when you choose COLETEK for any or all of your business requirements, you're aligning yourself with an organization that understands your unique challenges and opportunities in Fullerton, Central Tablelands.