AI & Machine Learning Services for Merriwagga 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 Merriwagga 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 Merriwagga 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 Merriwagga 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.

In the heart of Merriwagga, New South Wales, Australia, COLETEK has been a reliable partner for businesses and organisations seeking innovative engineering solutions since 2001. As a multidisciplinary Australian engineering and product development company, we take pride in our reputation as a trusted advisor, collaborator, and problem-solver. Our experts are dedicated to serving the diverse needs of local businesses across Merriwagga, New South Wales, Australia, from agriculture and manufacturing to healthcare and energy.

Operating throughout Australia, COLETEK's team of experienced engineers and product developers has a proven track record of delivering bespoke solutions that meet our clients' unique requirements. With our extensive experience in design, development, and testing, we can help Merriwagga-based businesses overcome complex engineering challenges and achieve their goals.

At COelitek, we believe in fostering long-term partnerships with our clients, based on mutual respect, open communication, and a deep understanding of their individual needs. By leveraging our expertise in multidisciplinary engineering, product development, and collaboration, we can help businesses across Merriwagga, New South Wales, Australia build innovative solutions that drive growth, improve efficiency, and enhance the overall customer experience.

In this ever-evolving business landscape, COLETEK remains committed to staying ahead of the curve. We continuously invest in our people, processes, and technologies to ensure that we can deliver the best possible outcomes for our clients. By operating from a strong foundation of reliability, integrity, and expertise, we're confident that we can help businesses throughout Merriwagga, New South Wales, Australia flourish.