AI & Machine Learning Services for Barraport 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 Barraport 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 Barraport 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 Barraport 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 proudly Australian company with a deep understanding of the nation's engineering and product development landscape, COLETEK has been at the forefront of innovation for over two decades. Since 2001, we have established ourselves as a trusted partner for businesses across Barraport, Victoria, Australia and beyond. Our multidisciplinary team is committed to harnessing cutting-edge technology and expertise to deliver tailored solutions that meet the unique needs of local industries. Our roots in the Australian soil are strong, but our reach extends far beyond the borders of our great nation. Based in Barraport, Victoria, Australia, we operate throughout the region, providing reliable support to businesses looking to unlock their full potential. Whether you're an established player or an emerging start-up, COLETEK is dedicated to fostering collaborative relationships that bring ideas to life and address complex challenges. Through a combination of world-class engineering expertise and a deep understanding of local market trends, we work with clients to develop innovative products and services that drive growth, improve efficiency, and enhance the overall customer experience. Our teams are well-versed in navigating the intricacies of regional conditions, ensuring that our solutions are tailored to the specific needs and regulations of Barraport, Victoria, Australia. At COLETEK, we take pride in being a local company that truly understands the Barraport, Victoria, Australia landscape. We're not just about delivering technical expertise; we're committed to forming meaningful connections with our clients, supporting their growth, and contributing positively to the community we serve. As a trusted partner, we value transparency, accountability, and continuous learning. As you navigate the ever-changing landscape of innovation in Barraport, Victoria, Australia, look no further than COLETEK for reliable guidance and collaborative support. Whether you're exploring new product development opportunities or looking to enhance your existing operations, our team is ready to help you unlock the full potential of your business.