AI & Machine Learning Services for Meringur 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 Meringur 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 Meringur 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 Meringur 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 you seek innovative solutions to propel your business forward, look no further than COLETEK – a multidisciplinary Australian engineering and product development company established in 2001. Our team has earned a trusted national reputation for delivering reliable collaboration and capabilities that foster growth across various industries. Based in Meringur, Victoria, Australia, we're committed to supporting local businesses, just like yours, as they navigate the ever-evolving landscape of their respective markets. Whether you're an entrepreneur, business owner, or leader within your organization, our goal is to work collaboratively with you to develop tailored engineering solutions that accelerate your success. Our expertise in product development and engineering knows no boundaries – we operate throughout Australia, including Meringur, Victoria, Australia, serving businesses across the region. Leveraging our years of experience, innovative spirit, and market insights, we've developed a unique approach to tackling complex problems and finding creative answers. By partnering with COLETEK, you benefit from our broad capabilities and expertise. We're more than just an engineering company – we're a valued ally that can help you navigate the challenges of growing your business while maintaining a competitive edge. Our team is dedicated to fostering long-term relationships built on trust, open communication, and a shared vision for success. So why settle for anything less when you can enjoy the expertise, reliability, and collaborative approach of COLETEK? Let us bring our multidisciplinary engineering skills to bear on your toughest challenges, and discover how we can help propel your business forward. We're headquartered in Meringur, Victoria, Australia, with a deep understanding of the local market and the needs of area businesses. If you're ready to join forces and unlock new possibilities for growth, we invite you to reach out and start a conversation. Our door is open, our ears are listening, and our collective expertise is at your disposal – let's build something remarkable together.