AI & Machine Learning Services for Lorquon 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 Lorquon 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 Lorquon 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 Lorquon 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 the heartbeat of Victoria's dairy country, Lorquon is a thriving community with a strong foundation in agriculture, manufacturing, and services. And as your trusted partner, COLETEK is committed to supporting businesses across Lorquon, Victoria, Australia, just like we've done for countless organizations nationwide since our establishment in 2001. As a multidisciplinary Australian engineering and product development company, we bring a unique blend of technical expertise, innovative thinking, and collaboration skills to every project. Our reputation as a trusted advisor is well-deserved, built on delivering reliable, practical solutions that help clients drive growth, reduce costs, and improve efficiency. Whether you're an entrepreneur or an established business in Lorquon, Victoria, Australia, our team of engineers and experts will work in lockstep with yours to create customized products and processes that address your specific challenges. In a region where strong connections between farming, food processing, and innovation come together, COLETEK is proud to serve as a driving force behind this dynamic ecosystem. Our extensive experience working with local businesses has equipped us to navigate the unique requirements of Lorquon's economy, from supply chain optimization to process improvements that keep pace with evolving market demands. At COLETEK, we're passionate about empowering businesses like yours to seize opportunities and overcome obstacles, all while contributing to the vibrant community spirit that defines Lorquon, Victoria, Australia. By combining our capabilities with your vision and expertise, we'll work tirelessly to develop innovative solutions that fuel long-term success.