AI & Machine Learning Services for Yanakie 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 Yanakie 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 Yanakie 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 Yanakie 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.

Yanakie, Victoria, Australia is a thriving community, rich in natural beauty and entrepreneurial spirit. As businesses in this region continue to grow and innovate, they require trusted partners who can help them realize their visions. That's where COLETEK comes in: a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation for delivering reliable, collaborative solutions.

Based in Yanakie, Victoria, Australia, but operating throughout the country, our team has extensive experience in serving businesses across diverse industries. From agricultural innovations to manufacturing breakthroughs, we've worked closely alongside clients to develop products and processes that drive success. Our expertise spans a wide range of disciplines, including mechanical engineering, electrical engineering, industrial design, and more.

At COLETEK, we pride ourselves on our ability to understand the unique needs of local businesses in Yanakie, Victoria, Australia. We take the time to listen, collaborate, and tailor our services to suit each client's specific requirements. Whether you're looking to improve operational efficiency, optimize supply chain management, or develop new products, we have the capability and expertise to get the job done.

As a trusted partner for businesses in Yanakie, Victoria, Australia and across Australia, COLETEK is committed to building long-term relationships based on mutual respect, transparent communication, and a passion for innovation. We believe that by working together, we can achieve remarkable things – and we'd love the opportunity to collaborate with you.