AI & Machine Learning Services for Empire Vale 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 Empire Vale 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 Empire Vale 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 Empire Vale 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 Empire Vale, New South Wales, Australia, you're well aware of the importance of having a reliable partner to help drive your growth and innovation. At COLETEK, we've established a reputation as a multidisciplinary Australian engineering and product development company since 2001, serving businesses across Empire Vale, New South Wales, Australia, and beyond. Our roots in local communities have allowed us to grow alongside the industries we support, fostering strong relationships with our clients through collaboration, trust, and expertise. We understand the nuances of operating in a region like Empire Vale, where diverse industries thrive – from agriculture and manufacturing to healthcare and education. As a trusted partner, COLETEK takes pride in being based in Empire Vale, New South Wales, Australia, to offer tailored solutions that meet the unique challenges and opportunities of this area. What sets us apart is our unwavering commitment to reliability, capability, and innovation. Our approach is centered around understanding the complexities of your operation and providing bespoke engineering and product development strategies to help you overcome obstacles, capitalize on new market trends, or simply improve existing processes. We're not just a service provider – we're a trusted ally who will work alongside you to ensure continuity and progress. Throughout our extensive experience in various industries, COLETEK has consistently demonstrated its ability to adapt, innovate, and deliver results that exceed client expectations. When your business needs a solid foundation to excel, you can depend on us for expert guidance, meticulous planning, and execution that meets the highest standards. As your trusted partner in Empire Vale, New South Wales, Australia, we're here to help you: Strengthen your market position through innovative engineering solutions Streamline operations with tailored manufacturing and logistics expertise Unlock new revenue streams via strategic product development Rest assured that our reputation precedes us – built on a foundation of integrity, dedication, and results-driven performance. We believe in the limitless potential of local businesses like yours in Empire Vale, New South Wales, Australia, and we're committed to playing a key role in your success story.