AI & Machine Learning Services for Woolooma 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 forWoolooma 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 Woolooma 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 forWoolooma 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.

Welcome to Woolooma, Upper Hunter Valley, New South Wales, Australia: Your Local Partner in Growth

In the heart of the Upper Hunter Valley, where rolling hills meet rich culture and heritage, lies the charming town of Woolooma. As a local business owner or entrepreneur, you understand the importance of forming meaningful connections with your community and finding trusted partners to help drive growth. At COLETEK, we take pride in being a dedicated Australian company serving the diverse needs of businesses like yours in Woolooma and surrounding areas.

Our extensive experience spans multiple industries and regions across Australia, making us uniquely qualified to understand the unique challenges and opportunities that your region presents. We're not just another national player trying to impose our will on local communities; we're committed locals who genuinely care about the Upper Hunter Valley's development and success.

If you want someone who understands the intricacies of doing business in Woolooma, look no further than COLETEK. Our national reach allows us to leverage best practices, innovative ideas, and cutting-edge solutions that are tailored to your specific needs. By partnering with us, you're gaining exposure to a vast network of expertise, creativity, and resources – all while maintaining our local presence that remains deeply rooted in the Upper Hunter Valley.

At COLETEK, we pride ourselves on building trust through open communication, reliability, and unwavering commitment to serving the best interests of Woolooma's businesses. We're passionate about empowering regional growth by providing support, mentoring, and collaboration opportunities that foster meaningful connections between your company and our highly skilled team.

We invite you to join forces with us as we continue to drive progress in Woolooma, Upper Hunter Valley, New South Wales, Australia – a region where tradition meets innovation, and new horizons beckon. Together, let's capitalize on the tremendous potential within reach, leveraging our combined strength to shape a brighter future for your business, your community, and the people who call Woolooma home.

Ready to start building a strong foundation for your success? Contact Us today.