AI & Machine Learning Services for Yarravel 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 Yarravel 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 Yarravel 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 Yarravel 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. With our head office based in Yarravel, New South Wales, Australia, we've been serving businesses across the region and throughout Australia for nearly two decades.

As trusted experts in engineering and product development, we're dedicated to helping local businesses in Yarravel, New South Wales, Australia turn their ideas into reality. Our team of experienced professionals is committed to delivering reliable, innovative solutions that meet your unique needs. We operate throughout the region, partnering with businesses big and small to advance their goals.

Our reputation for excellence has been built on a foundation of collaboration, capability, and a deep understanding of the engineering and product development landscape. By working closely with our clients, we leverage our expertise to help them overcome challenges, drive growth, and succeed in an ever-changing market.

We're proud to have played a pivotal role in the development of innovative products and solutions across various industries, including manufacturing, energy, aerospace, healthcare, and beyond. Our collective experience spans multiple disciplines, from mechanical engineering to electrical engineering, and everything in between.

If you're looking for a trusted partner to help guide your product development or engineering project, look no further than COLETEK. We're committed to supporting the businesses of Yarravel, New South Wales, Australia, as well as those throughout the region and nationwide. With us by your side, you can focus on what matters most – growing your business and achieving your goals.

When it's time to take your ideas to the next level, turn to COLETEK for trusted engineering and product development expertise. Our experienced team is ready to support your project every step of the way. Together, let's build something remarkable and drive success for businesses in Yarravel, New South Wales, Australia.