AI & Machine Learning Services for Sodwalls 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 Sodwalls 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 Sodwalls 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 Sodwalls 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 has been a trusted partner for businesses across Sodwalls, New South Wales, Australia, and throughout Australia for over two decades.

As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering reliable, innovative solutions that positively impact industries nationwide. Our team of experts has years of experience collaborating with businesses of all sizes to develop custom products, improve processes, and enhance overall operations. Our unique blend of skills and expertise allows us to offer end-to-end engineering services tailored to the specific needs of Sodwalls, New South Wales, Australia-based businesses. Whether you're looking for a trusted advisor, a creative problem-solver, or a skilled product developer, our team is here to help. At Coletek, we understand that every business in Sodwalls, New South Wales, Australia has unique challenges and opportunities. That's why we take the time to learn about your specific needs, goals, and aspirations. This allows us to develop personalized solutions that not only meet but exceed your expectations. With Coletek, you can count on our unwavering commitment to quality, collaboration, and capability. Our team is dedicated to working closely with you every step of the way to ensure we deliver exactly what you need to drive success in Sodwalls, New South Wales, Australia. We're proud to be a part of the community in Sodwalls, New South Wales, Australia, and look forward to helping local businesses thrive. Whether you're seeking innovative solutions to drive growth, improve efficiency, or enhance your products and services, Coletek is here to support you every step of the way.