AI & Machine Learning Services for Westbrook 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 forWestbrook 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 Westbrook 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 forWestbrook 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.

A Local Partnership for Your Business: COLETEK in Westbrook, Upper Hunter Valley

Located in the heart of Westbrook, Upper Hunter Valley, New South Wales, Australia, our commitment to the local community is as strong as ever. As a trusted Australian company, we've had the privilege of supporting local businesses and entrepreneurs for years, helping them achieve their full potential and grow their networks.

No matter where you are in your journey – just starting out or looking to scale up – COLETEK has the experience and expertise to help. With our deep understanding of the regional market and national reach, we've developed a unique approach that recognizes the complexities and nuances of the Upper Hunter Valley's vibrant business ecosystem.

As a local partner, you can trust in our innovative spirit and commitment to your success. We take pride in being more than just a service provider – we're here to understand your goals and help you overcome any obstacles that may arise. Our team is passionate about the area we serve and dedicated to delivering exceptional results that leave a lasting impact.

With COLETEK by your side, you'll experience the power of a locally driven approach combined with our national expertise. We're honored to have been a part of so many local success stories in Westbrook, Upper Hunter Valley, and look forward to continuing this journey alongside our community.

Whether you're seeking guidance on navigating the complex world of digital marketing, looking for strategic advice on growth and expansion, or simply need a trusted partner to share your vision with – COLETEK has got you covered. We believe in empowering local businesses like yours to thrive, and we invite you to join our growing network.

When it comes to your business, we understand that every interaction matters. That's why we're committed to providing personalized attention, expert advice, and forward-thinking solutions tailored to the unique needs of your Westbrook-based operation. With COLETEK on your side, you can rest assured that you're aligned with a dedicated partner who truly gets it – get in touch today!