AI & Machine Learning Services for Woorinen 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 Woorinen 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 Woorinen 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 Woorinen 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 is proud to serve businesses across Woorinen, Victoria, Australia. Our dedication to innovation, reliability, and collaboration has earned us a trusted national reputation as a go-to partner for organizations seeking to drive growth and stay ahead of the curve. Based in Woorinen, Victoria, Australia, we are uniquely positioned to support local businesses and entrepreneurs who share our passion for innovation and technical excellence. Our team of experts is committed to working closely with clients to understand their unique challenges and develop tailored solutions that address their specific needs. As a company operating throughout Australia, including Woorinen, Victoria, Australia, we have the privilege of serving industries that range from agriculture to manufacturing, and everything in between. Our portfolio of successful projects demonstrates our capability to deliver results-driven solutions that meet the most demanding standards. At COLETEK, we believe that true innovation is born from collaboration and a deep understanding of the needs and challenges facing businesses like yours in Woorinen, Victoria, Australia. That's why we are committed to building long-term relationships with our clients, focusing on mutual success, and driving meaningful growth for the local economy. Whether you're looking to develop a new product or process, overcome a specific technical challenge, or simply enhance your business operations, COLETEK is here to help. Our team of experts is equipped to provide guidance, support, and expertise that can make all the difference in achieving your goals. So why wait? Let our Woorinen, Victoria, Australia-based team get to work for you today. We can't wait to see what we can build together.