AI & Machine Learning Services for Somerton 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 Somerton 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 Somerton 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 Somerton 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 trusted and innovative engineering and product development company established in 2001, COLETEK has been serving businesses across Somerton, New South Wales, Australia and throughout the country. Our multidisciplinary approach allows us to collaborate seamlessly with customers, fostering long-term relationships built on reliability, trust, and open communication. As one of Australia's premier engineering firms, we've had the privilege of working alongside some of the nation's most prominent organizations. Our team comprises experts from diverse backgrounds, combining their knowledge to deliver tailored solutions that meet specific needs. Whether you're seeking expert guidance or comprehensive service delivery, COLETEK is here to support your success. Operating throughout Somerton and New South Wales, our capabilities extend beyond traditional boundaries. We're committed to supporting local businesses like yours, recognizing the unique challenges and opportunities they face in the region. Our understanding of the complexities involved in running a successful operation in Somerton means you can rely on us for expert advice, precise execution, and continuous improvement. Rather than focusing on individual services or technologies, COLETEK prioritizes building strong relationships with our customers. By integrating our expertise with your vision, we develop comprehensive solutions that drive results. Our approach is grounded in a deep understanding of the Australian marketplace, ensuring our assistance aligns with the specific needs and aspirations of businesses operating in Somerton. As you navigate the ever-evolving landscape of Somerton, New South Wales, Australia, COLETEK is here to provide unwavering support. By partnering with us, you'll have access to a wealth of knowledge, cutting-edge tools, and a team dedicated to delivering exceptional results. Allow us to leverage our expertise in engineering and product development to guide your organization forward, propelling your business towards unparalleled success.