AI & Machine Learning Services for Quiera 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 Quiera 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 Quiera 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 Quiera 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 highly reputable multidisciplinary engineering and product development company based in Quiera, New South Wales, Australia, COLETEK is proud to serve businesses across our region and throughout the entire country. Since our establishment in 2001, we have consistently demonstrated exceptional expertise and innovation, making us trusted partners for companies looking to elevate their technical capabilities. At COLETEK, we understand that every business in Quiera, New South Wales, Australia has unique challenges and objectives. That's why our dedicated team takes the time to collaborate closely with clients, offering tailored engineering solutions to meet specific needs. By doing so, we empower local businesses like yours to achieve greater success, stability, and growth. As a national company operating throughout Australia, we've had the privilege of working with diverse industries and sectors. Our extensive experience spans multiple domains, ensuring that we can draw upon valuable insights and expertise to support Quiera-based businesses. When you partner with COletek, you benefit from our collective knowledge base, allowing us to provide innovative yet practical solutions for your engineering needs. Our long history has earned us recognition as a reliable and capable partner in the Australian business community. With our multidisciplinary approach, we can handle a broad spectrum of projects, from product development to design and implementation. This versatility enables us to serve businesses in various sectors, including manufacturing, healthcare, IT, and more. As you navigate the complexities of engineering and product development for your Quiera, New South Wales, Australia business, COletek stands ready to support you along every step of the way. By combining our extensive expertise with a deep understanding of local needs and expectations, we're confident that our partnership will yield remarkable results.