AI & Machine Learning Services for Shelley 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 Shelley 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 Shelley 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 Shelley 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation as a reliable partner for businesses across Shelley, Victoria, Australia. Our expertise spans various industries and sectors, allowing us to provide tailored solutions for companies based in Shelley, Victoria, Australia.

We take pride in our capabilities, which enable us to support local businesses and organizations operating throughout Australia. Our experienced engineers and product development teams collaborate with clients to deliver innovative products, services, and processes that drive growth and success. By serving businesses across Shelley, Victoria, Australia, we have gained a deep understanding of the region's unique needs and challenges.

Our approach is centered around reliability, collaboration, and capability. We work closely with clients to identify opportunities, develop solutions, and implement changes that meet their specific requirements. Our focus on engineering and product development allows us to provide value-added services that go beyond simply supplying products or delivering IT solutions. By leveraging our expertise in areas such as design, prototyping, testing, and production, we can help businesses in Shelley, Victoria, Australia overcome challenges and seize new opportunities.

COLETEK's national reputation has been built on a foundation of trust, innovation, and dedication to delivering exceptional results. We are committed to supporting the growth and success of local businesses across Shelley, Victoria, Australia, and we believe that our capabilities can help drive positive change in the region. Whether you're looking for solutions that streamline operations, improve efficiency, or drive new business opportunities, COLETEK is a trusted partner that can provide guidance and support every step of the way.