AI & Machine Learning Services for Graman 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 Graman 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 Graman 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 Graman 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 trusted national reputation for reliability, collaboration, and capability. Our commitment to delivering innovative solutions that meet the unique needs of our clients has earned us a strong reputation across various industries. When it comes to Graman, New South Wales, Australia, we know that local businesses are the backbone of the community. As such, we're dedicated to supporting these enterprises with our expertise in engineering and product development. From concept design to product realization, our team of professionals works closely with clients to understand their objectives and develop tailored solutions. With extensive experience serving businesses across Graman, New South Wales, Australia and throughout Australia, COLETEK has developed a deep understanding of the local market and its demands. Our knowledge, combined with our national reach and reputation, makes us an ideal partner for companies seeking reliable engineering and product development services. At COLETEK, we don't just stop at designing and developing products; we also understand the importance of collaboration and communication throughout every stage of the process. This means working closely with clients to ensure their satisfaction is paramount, from understanding project goals to delivering a final product that meets their requirements. Our commitment to innovation, coupled with our expertise in engineering and product development, enables us to deliver game-changing solutions that drive success for businesses in Graman, New South Wales, Australia and beyond. Whether you're seeking assistance with the design, development, or integration of new products or services, COLETEK is here to help. So why settle for anything less than exceptional results when partnering with a trusted company like COLETEK? When it comes to engineering and product development, Graman, New South Wales, Australia businesses can rely on our expertise to drive growth, efficiency, and success. Let's build something remarkable together.