AI & Machine Learning Services for Yarrawonga 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 Yarrawonga 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 Yarrawonga 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 Yarrawonga 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 thriving regional town in New South Wales, Australia, Yarrawonga is poised for growth and development. With its picturesque setting along the Murray River, this charming town has long been an attractive destination for residents and visitors alike. However, supporting the local business community's innovative endeavours requires more than just charm – it demands expertise, reliability, and collaboration. That's where COLETEK comes in. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation for delivering trusted solutions to businesses throughout Australia, including the Yarrawonga region. Our national presence is matched only by our commitment to serving local communities like yours. Based in Yarrawonga, New South Wales, Australia, COLETEK operates throughout this beautiful region, providing engineering and product development services that empower your business to thrive. Our team of experienced professionals brings unique perspectives and innovative approaches to complex challenges, ensuring the solutions we provide are tailored to your specific needs. By partnering with us, you'll gain a competitive edge in the Yarrawonga market. At COLETEK, we're proud of our reputation for being reliable and trustworthy partners. We understand that your business is unique, and your engineering and product development requirements must be met with precision and dedication. Whether you're a start-up or an established company, our multidisciplinary team will work closely with you to co-create solutions that meet your vision. Operating throughout Yarrawonga, New South Wales, Australia, we've had the privilege of working with businesses from a variety of sectors, including manufacturing, healthcare, and environmental services. Our collective expertise spans industrial engineering, mechanical engineering, electrical engineering, and more, allowing us to tackle complex projects with confidence. By choosing COLETEK as your go-to partner for engineering and product development in Yarrawonga, New South Wales, Australia, you can rest assured that your business will receive the support it needs to succeed. We're committed to helping local businesses like yours thrive in this vibrant region.