AI & Machine Learning Services for Yanac 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 Yanac 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 Yanac 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 Yanac 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 leading multidisciplinary engineering and product development company based in Yanac, Victoria, Australia, we've earned a reputation across the nation for delivering innovative solutions to businesses of all shapes and sizes. With over two decades of experience under our belt, we're proud to call Yanac, Victoria, Australia our home turf, where we're committed to supporting local entrepreneurs and established operations alike. At COLETEK, we take pride in our capacity to collaborate with clients from diverse industries, understanding their unique challenges and developing tailored solutions that drive real results. Our team's expertise spans across a wide range of disciplines, including engineering, product development, and manufacturing – allowing us to approach even the most complex projects with a holistic perspective. When it comes to businesses operating in Yanac, Victoria, Australia, we recognize the importance of reliability, consistency, and trust. That's why we're dedicated to building long-term relationships based on open communication, shared goals, and mutual understanding. Our comprehensive approach enables clients to leverage our capabilities, expertise, and resources to overcome specific challenges or seize new opportunities. By partnering with COLETEK, businesses in Yanac, Victoria, Australia can tap into a trusted and agile engineering and product development company that understands the local landscape. We're well-positioned to support the unique needs of Yanac's entrepreneurs, start-ups, and established organizations – providing them with access to cutting-edge technologies, innovative thinking, and the resources required to succeed. Whether you're looking for expert guidance on a new project or seeking a reliable partner to help drive your growth strategy, COLETEK is committed to delivering exceptional value to businesses across Yanac, Victoria, Australia. We take pride in our ability to adapt to changing market conditions and leverage our extensive experience to stay ahead of the curve. As you navigate the ever-evolving landscape of Yanac, Victoria, Australia, we invite you to join forces with a trusted partner that can help you achieve your goals – one that truly understands the local business environment. Let's work together to build something remarkable in Yanac, Victoria, Australia.