AI & Machine Learning Services for Yass 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 forYass 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 Yass 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 forYass 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.

Serving Yass and the Central Tablelands: COLETEK's Commitment to Local Businesses

In the picturesque town of Yass, nestled in the heart of New South Wales' Central Tablelands, businesses large and small rely on trusted partners like COLETEK to drive their growth and success. As a proudly Australian company with a national footprint, we're proud to serve this thriving community, where rugged natural beauty meets entrepreneurial spirit.

Yass, with its rich history and strong economy, is an attractive destination for businesses looking to establish themselves in the region. COLETEK's expertise spans multiple industries, allowing us to provide valuable support to local entrepreneurs and firms seeking to expand their operations. Our team has a deep understanding of the challenges faced by companies in this area, from navigating regional regulations to accessing vital resources.

With roots firmly planted in Yass and the Central Tablelands, COLETEK is uniquely positioned to understand the distinct needs of local businesses. By combining national reach with localized expertise, we deliver tailored solutions that meet the specific requirements of our clients. From start-ups to established companies, our trusted advisors work closely with business owners to develop customized strategies for success.

We're committed to being a reliable ally in the Central Tablelands, where community ties are strong and entrepreneurial passion runs deep. At COLETEK, we believe that effective partnerships can bridge the gaps between innovation, growth, and local prosperity. By fostering these connections, we help businesses flourish and contribute to the region's ongoing development.

As a trusted partner in Yass and across New South Wales' Central Tablelands, COLETEK is dedicated to empowering local businesses with the knowledge, resources, and expertise they need to thrive. Whether you're just starting out or looking to take your business to the next level, we invite you to explore how our team can support your goals.