AI & Machine Learning Services for Yarraman 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 Yarraman 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 Yarraman 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 Yarraman 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 is proud to serve the growing hub of innovation in Yarraman, New South Wales, Australia. Over the past two decades, we have established a reputation as a trusted ally for Australian businesses looking to bring their product and engineering development projects to life.

As a multidisciplinary Australian engineering and product development company, Coletek's expertise spans multiple industries. Our experienced team of engineers and innovators has consistently delivered results-driven solutions for clients across Yarraman, New South Wales, Australia, ensuring that local businesses can focus on what matters most – growing their operations and creating sustained value.

We take pride in our ability to collaborate with businesses of all sizes, from start-ups to established players, operating throughout Yarraman, New South Wales, Australia. Our commitment to reliability, innovation, and capability has earned us a trusted national reputation, allowing clients to rely on our expertise to drive success.

In this ever-changing landscape, local businesses in Yarraman, New South Wales, Australia require more than just technical expertise – they need a partner that truly understands their unique challenges. At Coletek, we take the time to understand each client's goals and objectives, working closely with them to develop tailored solutions that meet their specific needs.

We've seen firsthand the impact of innovative thinking on local economies like Yarraman, New South Wales, Australia. By embracing cutting-edge technology and engineering principles, businesses in this region can unlock new opportunities for growth, job creation, and community development.

Coletek is ready to channel our collective expertise towards shaping the future of Yarraman's businesses. Whether you're looking to launch a new product, optimize existing operations, or simply stay ahead of the curve – we're here to help.