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, Victoria, Australia, you understand the importance of having a reliable partner to bring your innovative ideas to life. Since 2001, COLETEK has established itself as a multidisciplinary Australian engineering and product development company, consistently delivering excellence across the nation. Our experience, innovation, and national reputation have earned us the trust of various industries, giving you the peace of mind knowing that your project is in capable hands. Based in Newbridge, Victoria, Australia, our expert engineers and product developers work closely with clients to understand their unique needs, leveraging cutting-edge technologies and sustainable solutions. By collaborating with COLETEK, you can rest assured that your business will benefit from a deep understanding of the local market and operational nuances. We take pride in serving businesses across Newbridge, Victoria, Australia, providing tailored support that helps them thrive. Throughout our history, we've demonstrated a commitment to reliability, collaboration, and capability. Our team's expertise spans multiple disciplines, allowing us to tackle complex projects from various angles. As your engineering partner, COLETEK is dedicated to exceeding expectations by delivering high-quality products and services on time. Whether you're looking to improve existing processes or develop innovative new solutions, our multidisciplinary approach ensures that your needs are expertly met. In Newbridge, Victoria, Australia, and throughout the nation, we've had the privilege of supporting businesses from diverse industries. Our reputation for delivering exceptional results has earned us a spot as a trusted partner for companies looking to drive growth, increase efficiency, or simply overcome technical challenges. By embracing COLETEK's expertise, you can unlock your vision and achieve meaningful success in a rapidly evolving market.