AI & Machine Learning Services for Woodend North 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 Woodend North 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 Woodend North 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 Woodend North 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner across the nation. Our dedication to delivering innovative solutions that seamlessly integrate engineering expertise, cutting-edge technology, and industry insight has enabled us to build long-lasting relationships with businesses of all sizes. With roots firmly planted in Woodend North, Victoria, Australia, we understand the unique challenges and opportunities that local enterprises face. That's why we're dedicated to serving businesses across Woodend North, Victoria, Australia, helping them overcome hurdles, seize new opportunities, and drive growth through our versatile engineering capabilities. Our approach is built on a foundation of collaboration, reliability, and capability. As an Australian company with a strong national presence, we've developed the resources, knowledge, and expertise to address the diverse needs of businesses operating throughout the country – including those in Woodend North, Victoria, Australia. Whether you're an established player or a start-up looking to make your mark, COLETEK offers more than just engineering services. We deliver end-to-end solutions that empower local businesses like yours to tackle complex projects, optimize processes, and stay ahead of the curve. By leveraging our collective expertise, we can help ensure that your organization thrives in today's fast-paced environment. Based in Woodend North, Victoria, Australia, we're committed to supporting businesses across this remarkable region. As you navigate the ever-changing landscape of innovation and growth, know that COLETEK is here to support you every step of the way – providing the engineering expertise, product development capabilities, and industry insight required to achieve your goals.