AI & Machine Learning Services for Arapiles 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 Arapiles 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 Arapiles 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 Arapiles 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 business owner or technical decision-maker in Arapiles, Victoria, Australia, you understand the importance of finding a reliable partner to drive your company forward. With over 20 years of experience and a national reputation for innovation and trustworthiness, COLETEK is an ideal choice for engineering and product development support. As a multidisciplinary Australian company, we have honed our expertise in a range of industries and sectors, making us well-equipped to tackle complex projects. Our team of skilled engineers and experts is dedicated to delivering exceptional results that exceed your expectations. Operating throughout Arapiles, Victoria, Australia, and beyond, COLETEK has built a strong reputation for its ability to collaborate effectively with clients, understanding their unique needs and requirements. We take pride in our capability to develop innovative solutions that meet the evolving demands of various industries. Whether you're looking to introduce new products, improve existing processes, or simply find reliable engineering expertise, we have the resources and talent to get the job done. As a trusted national player with a presence in Arapiles, Victoria, Australia and across the country, COLETEK is committed to serving businesses like yours. We take pride in our capacity for adapting to changing requirements and delivering results that meet the unique needs of each client. By partnering with us, you can be confident that your project will receive dedicated attention, rigorous analysis, and innovative solutions. Our experience working with clients located throughout Arapiles, Victoria, Australia means we understand the local context and challenges faced by businesses in this region. We are well-positioned to provide tailored engineering and product development services, leveraging our expertise to drive your initiatives forward. Whether you're looking to launch new products, streamline processes, or simply stay ahead of the competition, we can help. At COLETEK, we pride ourselves on being a reliable partner for businesses in Arapiles, Victoria, Australia. By combining our expertise with a deep understanding of the local market and industry requirements, we can deliver exceptional results that meet your goals. If you're looking for an engineering and product development partner that can adapt to changing circumstances and drive business success, get in touch with us today.