AI & Machine Learning Services for Winlaton 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 Winlaton 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 Winlaton 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 Winlaton 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With extensive experience and a reputation for innovation, we've built strong relationships with businesses across Winlaton, Victoria, Australia and beyond. As your trusted partner, we understand the challenges you face as a business operating in this vibrant region. That's why we're committed to providing reliable and expert solutions that empower your growth. Our team of experienced engineers and developers work closely with clients like yours, taking the time to fully understand their unique needs and goals. Based in Winlaton, Victoria, Australia, our local presence enables us to establish strong connections with the community and respond quickly to changing market conditions. We've successfully supported businesses across various industries, from manufacturing and technology to healthcare and more. By collaborating with COLETEK, you can leverage our expertise and capabilities to overcome complex engineering challenges. At COLETEK, we're about more than just providing solutions – we're committed to ensuring long-term success for your business. Our approach is centered around reliability, collaboration, and capability. We take the time to develop a deep understanding of each client's operation, identifying opportunities to drive innovation and efficiency. As you navigate the ever-evolving business landscape in Winlaton, Victoria, Australia, we're here to support your growth every step of the way. Whether you require expert engineering consulting, product development, or technical support, our team is equipped to handle your unique challenges. Operating throughout Winlaton, Victoria, Australia and across Australia, COLETEK has earned a reputation for delivering high-quality results that exceed client expectations. We're proud to have played a role in shaping the region's economic growth and look forward to continuing this legacy with local businesses like yours. Now it's your turn. If you're looking for trusted engineering and product development partners who understand the unique needs of Winlaton, Victoria, Australia, let's get started. Join forces with COLETEK, and together, let's build something remarkable.