AI & Machine Learning Services for Yass River 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 River 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 River 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 River 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.

Home to Yass River: COLETEK's Commitment to Central Tablelands' Businesses and the Local Community

Nestled within the picturesque Yass River, Central Tablelands, New South Wales, Australia, lies a region rich in history, culture, and natural beauty. As part of this thriving community, we at COLETEK are dedicated to supporting our local businesses, families, and friends. With extensive experience and a national reach, we're proud to call the Yass River area home.

COLETEK's roots run deep in Australian soil, with a long-standing reputation for trustworthiness, innovation, and dedication to serving the needs of our clients. Our commitment to the local community is unwavering; we believe that a strong economy starts at home, with the small businesses, farmers, and entrepreneurs who form the backbone of our region.

In this special corner of New South Wales, where the Yass River flows through the rolling hills and valleys, we understand the unique challenges faced by local businesses. That's why COLETEK is invested in being a trusted partner to these enterprises. We take the time to listen, to learn, and to deliver tailored solutions designed specifically for our neighbors on the Yass River.

From the fertile pastures of the Central Tablelands to the picturesque hamlets dotting the landscape, we at COLETEK pride ourselves on being a locally-led business that's deeply connected to this rich cultural heritage. We know the value of community, and we're committed to supporting the growth and prosperity of our neighbors in Yass River.

In an era marked by rapid change and technological advancement, it's more important than ever for local businesses and communities like those along the Yass River to have a trusted ally at their side. With COLETEK, you can rest assured that your organization has a partner who is invested in your success, who understands the realities of small-town life, and who will fight tirelessly to help you achieve your goals.

Whether you're an established entrepreneur or just starting out on your business adventure, we invite you to experience firsthand COLETEK's unique blend of local knowledge, national reach, and unwavering commitment to this Yass River community. When you're ready to take the next step, Contact Us and let our team help guide you toward a brighter future.