AI & Machine Learning Services for Shannon Vale 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 forShannon Vale 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 Shannon Vale 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 forShannon Vale 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.

Empowering Local Businesses in Shannon Vale, Northern Tablelands, New South Wales, Australia

Nurturing long-lasting relationships with our clients is at the heart of everything we do. We take pride in knowing that our collective expertise has a direct impact on the local economy and helps to create jobs, stimulate innovation, and foster a sense of community.

As a truly Australian company, we're committed to empowering local entrepreneurs and small businesses to achieve their goals, no matter how big or small. Our national reach allows us to tap into the broader market trends and best practices, which we then adapt to the specific needs and challenges faced by our clients in Shannon Vale. Whether you're just starting out or looking to take your business to the next level, we'll be there every step of the way.

We understand that building trust is crucial when working with local businesses. That's why we prioritize transparency, reliability, and open communication. Our team consists of experienced professionals who are deeply familiar with the region and its unique characteristics, allowing us to offer insight-driven advice and practical solutions tailored to your specific needs.

At COLETEK, we're dedicated to driving innovation and progress in Shannon Vale by leveraging our collective expertise and passion for local business. We believe that a healthy economy requires a diverse range of successful businesses that create value for their customers, employees, and the community as a whole.

This is why we're committed to creating opportunities for businesses like yours to thrive. Whether you're looking for guidance on strategy development, mentorship in operational best practices, or access to valuable resources and connections, we've got you covered.

So why choose us? Simply put, our extensive experience, national presence, and genuine passion for local business make COLETEK the trusted partner of choice for entrepreneurs and small businesses in Shannon Vale. We're here to support your growth, celebrate your successes, and help to build a better future for our community.

Don't hesitate – take the first step towards achieving your goals today! Contact us at Contact Us to learn more about how we can empower your business in Shannon Vale, Northern Tablelands, New South Wales, Australia.