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 for Westbrook 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 for Westbrook 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.

As a local business owner in Westbrook, New South Wales, Australia, you understand the importance of reliable partners who can help you navigate the complexities of product development and engineering. That's where COLETEK comes in - we're a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation built upon innovation, trust, and reliability. At COLETEK, we've spent years honing our capabilities to deliver exceptional engineering solutions that meet the unique needs of businesses across Westbrook, New South Wales, Australia. We're proud to operate throughout the region, serving companies like yours who require expertise in product development, mechanical engineering, electronic engineering, and more. Our team is dedicated to building long-term relationships with our clients, taking the time to understand their goals, challenges, and values. What sets us apart is our commitment to collaboration, ensuring that every project we undertake reflects our clients' vision while also leveraging our own expertise in the latest design, simulation, prototyping, and manufacturing technologies. We're not just engineers - we're problem-solvers who strive to deliver practical, cost-effective solutions that drive business success. If you're looking for a trusted engineering partner based in Westbrook, New South Wales, Australia, look no further than COLETEK. As an established company with a proven track record of innovation and reliability, we're well-positioned to support your specific needs and goals. We operate throughout the region, so whether you're located in the heart of Westbrook or elsewhere in Western New South Wales, we're here to help. Let's build something remarkable together.