AI & Machine Learning Services for Newbridge 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 Newbridge 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 Newbridge 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 Newbridge 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 business owner in Newbridge, New South Wales, Australia, you understand the importance of having trusted partners who can help drive your operations forward. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, is proud to serve businesses across Newbridge, New South Wales, Australia.

For over two decades, we've been pioneering innovative solutions that transform industries and empower our clients. Our team of experts has the capability and expertise to collaborate with you on projects that require seamless engineering and product development. With a national reputation for reliability and trustworthiness, COLETEK is committed to supporting businesses in Newbridge, New South Wales, Australia.

Based in Newbridge, New South Wales, Australia, we've developed strong ties with the local community and understand the unique challenges that come with operating here. We pride ourselves on being adaptable and responsive to the changing needs of our clients. Our engineers are dedicated to designing solutions that meet your specific requirements, ensuring minimal disruptions to your day-to-day operations.

Whether you're seeking to improve operational efficiency, enhance product lines, or stay ahead in a competitive landscape, COLETEK is equipped to provide expert engineering and product development services tailored to your unique needs. We're passionate about building long-term relationships with local businesses, which is why we're committed to delivering exceptional results that exceed expectations.

At COLETEK, we believe that effective solutions require collaboration, creativity, and a deep understanding of the challenges you face in Newbridge, New South Wales, Australia. That's why we take a holistic approach to engineering and product development, ensuring your project is executed efficiently, effectively, and with minimal environmental impact.