AI & Machine Learning Services for Warragul South 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 Warragul South 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 Warragul South 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 Warragul South 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.

For businesses in Warragul South, Victoria, Australia and across the country, there's a trusted partner that can help navigate the complexities of product development and engineering. COOLETEK is this reliable ally, bringing over two decades of multidisciplinary expertise to fuel growth and innovation. As a national company established in 2001, our roots are planted firmly in Australian soil, with a passion for collaboration and a commitment to delivering excellence. When businesses in Warragul South, Victoria, Australia seek trusted solutions, they know to turn to COLETEK. We pride ourselves on being more than just an engineering or product development company – we're a partner that helps local businesses across Warragul South, Victoria, Australia and beyond thrive through the challenges of innovation. Our expertise spans multiple disciplines, allowing us to approach problems from unique angles and provide innovative solutions that drive growth. As Warragul South, Victoria, Australia continues to evolve and grow, COLETEK remains dedicated to serving businesses across this region, providing customized support for projects that are truly remarkable. We operate throughout Victoria, ensuring our clients receive the assistance they need whenever, wherever. COLETEK's approach is centered on building strong relationships, fostering trust through exceptional reliability, and empowering local businesses in Warragul South, Victoria, Australia to achieve their goals. Our expertise can help you turn ideas into reality, streamline processes, and drive results. When seeking trusted engineering expertise for Warragul South, Victoria, Australia, look no further than COLETEK. Join the ranks of businesses around this region that have benefited from our capabilities and grown as a result.