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 forNewbridge 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 forNewbridge 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.

Coletek: Your Partner in Building a Stronger Newbridge Community

In the heart of the picturesque townscape, Newbridge, Central Tablelands, New South Wales, Australia stands as a testament to resilience and determination. This thriving community is home to a diverse range of local businesses, entrepreneurs, and families, all working together to shape its future. As a trusted Australian company, Coletek takes pride in being an integral part of this fabric, fostering growth, innovation, and prosperity for the people of Newbridge.

With our deep roots in Australian soil and a national presence that spans coast to coast, we've earned the trust of local business owners, entrepreneurs, and community leaders. Our experience is built on years of commitment to delivering exceptional results for clients across various sectors, from industries to not-for-profit organizations. We believe that what makes us truly strong is our unwavering dedication to the people we serve. In Newbridge, Central Tablelands, New South Wales, Australia specifically, our local expertise and presence enable us to comprehend regional nuances and tailor solutions that perfectly align with community needs.

As a trusted partner in building a stronger Newbridge community, Coletek is committed to helping you navigate the ever-changing landscape of business and commerce. We're proud of our track record in supporting innovative ideas, fostering collaboration, and driving growth for local businesses. Our commitment to the people of Newbridge is reflected in every aspect of our work – whether it's streamlining processes, identifying opportunities for expansion, or simply being a reliable sounding board for your ideas.

So why partner with Coletek when building your business or community organization? The answer lies in our ability to bridge the gap between local knowledge and national reach. In Newbridge, Central Tablelands, New South Wales, Australia specifically, we've developed an intimate understanding of what makes this exceptional region tick. Combining this insight with our nationally recognized expertise, we're positioned to help you achieve your goals with greater ease.

We invite you to explore how Coletek can support the growth and development of your business or organization in Newbridge, Central Tablelands, New South Wales, Australia. Trust us to guide you every step of the way as you work towards a brighter future for this unique community.