AI & Machine Learning Services for Marthaguy 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 Marthaguy 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 Marthaguy 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 Marthaguy 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our reputation as trusted advisors has been built on a foundation of reliability, collaboration, and capability – qualities that are essential for businesses operating in the diverse landscape of Marthaguy, New South Wales, Australia. As a locally-established company with national reach, we understand the unique challenges faced by businesses in this region. That's why we're committed to serving businesses across Marthaguy, New South Wales, Australia, providing the expertise and support they need to drive growth and innovation. Our team of experienced engineers and product developers are dedicated to delivering exceptional results that meet the specific needs of our clients. When it comes to complex engineering projects or innovative product development initiatives, COLETEK is the partner you can rely on for seamless collaboration and tailored solutions. Based in Marthaguy, New South Wales, Australia, we operate throughout this beautiful region, leveraging our national network to connect with businesses of all sizes and industries. Whether your company is just starting out or looking for new opportunities, we're committed to being a trusted advisor and partner in your journey. Throughout our history, we've had the privilege of working with businesses across various sectors, from manufacturing and logistics to technology and services. Our national reputation for excellence has been built on a culture of innovation, creativity, and collaboration – values that are essential for driving success in today's fast-paced business environment. As you navigate the complexities of modern industry, you need a partner who can provide expert guidance, cutting-edge solutions, and tailored support. At COLETEK, we're proud to be that partner for businesses in Marthaguy, New South Wales, Australia. Our team is dedicated to delivering exceptional results that meet your unique needs, whatever they may be.