AI & Machine Learning Services for Yandoit 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 Yandoit 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 Yandoit 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 Yandoit 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 resident of Yandoit, Victoria, Australia, you understand the importance of having trusted partners to help drive your business forward. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for reliability, collaboration, and capability. Our team is dedicated to serving businesses across Yandoit, Victoria, Australia and throughout the country. Operating from our base in Yandoit, Victoria, Australia, we've had the privilege of working with a diverse range of clients across various sectors. What sets us apart is our commitment to delivering innovative solutions that meet the unique needs of each business we partner with. Our collective expertise spans engineering, product development, and more – giving us the flexibility to adapt to changing market conditions. In Yandoit, Victoria, Australia, local businesses face distinct challenges and opportunities. You know better than anyone the importance of having a strong support system to navigate these complexities. By partnering with COLETEK, you can tap into our extensive knowledge and experience in providing tailored solutions that drive growth and profitability. Whether you're looking to improve operational efficiency, enhance customer experiences, or stay ahead of industry trends – we've got your back. At the heart of our approach is a deep understanding of local industries and market conditions. Our team takes the time to understand the intricacies of Yandoit's business landscape and translates that knowledge into actionable insights that drive meaningful outcomes for your business. By working closely with you, we help identify opportunities and obstacles more effectively, fostering partnerships built on trust, respect, and a shared commitment to success. If you're looking for reliable partners who can support your business in Yandoit, Victoria, Australia or elsewhere, turn to COLETEK. Our team is dedicated to building long-term relationships, delivering results that exceed expectations, and helping local businesses thrive. Let's build something remarkable together.