AI & Machine Learning Services for Yetman 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 Yetman 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 Yetman 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 Yetman 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, we've built our reputation on delivering cutting-edge solutions for businesses across the country, including those based in Yetman, New South Wales, Australia. With over two decades of experience in innovation, collaboration, and technical expertise, we're well-positioned to support local entrepreneurs and industry leaders seeking to drive growth and improvement.

Today, we operate throughout Australia, including the heartland communities like Yetman, understanding the unique challenges and opportunities that come with doing business in these regions. Our approach is centered around building long-lasting relationships founded on trust, reliability, and a genuine desire to contribute to the local economy's prosperity.

That's why businesses in Yetman, New South Wales, Australia, can count on us for dependable engineering and product development capabilities that address their needs across various industries. Rather than focusing on specific niches or markets, we take pride in our ability to adapt to diverse contexts, leveraging our expertise to devise tailor-made solutions that drive success.

Our national reputation is built on delivering robust results, whether it's enhancing operational efficiency, streamlining processes, or developing next-generation products. We're committed to empowering local firms like yours with the tools and knowledge necessary to thrive in today's fast-paced business environment.

In Yetman, New South Wales, Australia, and beyond, we've earned a reputation as a reliable engineering and product development partner that can be trusted to get the job done right. As you navigate the ever-changing landscape of your industry, consider partnering with us. We're here to support your vision and contribute to the growth of your business.