AI & Machine Learning Services for Quantong 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 Quantong 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 Quantong 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 Quantong 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.

When it comes to trusted partners for innovation in Quantong, Victoria, and beyond, COLETEK stands out as a multidisciplinary engineering and product development company with an impressive track record. Since 2001, we've established ourselves as a national force for reliability, collaboration, and capability in various sectors. With bases throughout the country, our team is uniquely positioned to support businesses across Quantong, Victoria, Australia.

Our expertise spans multiple disciplines, allowing us to approach complex challenges from multiple angles. Whether you're an entrepreneur, small business owner, or Fortune 500 organization, COLETEK's versatility and technical prowess will help drive your vision forward. We understand the importance of operating effectively in Quantong, Victoria, and that's why we're committed to providing bespoke solutions tailored to the unique needs of local businesses.

At COLETEK, we pride ourselves on our ability to build strong relationships with clients across various markets. From conceptualization to delivery, our collaborative approach ensures seamless communication and trust between our team and yours. With in-house experts covering a wide range of engineering disciplines, you can rest assured that your project is in capable hands.

By engaging COLETEK for your Quantong-based business or nationwide operations, you'll gain access to cutting-edge expertise, best practices, and creative problem-solving skills. Our team's dedication to innovation and customer satisfaction has earned us a reputation as a trusted partner across the nation – including in Quantong, Victoria, Australia.