AI & Machine Learning Services for Murra Warra 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 Murra Warra 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 Murra Warra 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 Murra Warra 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 trusted name in multidisciplinary engineering and product development, COLETEK is proud to operate throughout Murra Warra, Victoria, Australia, and beyond. With over 20 years of experience, our team has established a reputation for delivering reliable and effective solutions that drive results for businesses across the region.

Serving as a valued partner to organizations in Murra Warra, we're committed to fostering long-term relationships built on collaboration, mutual respect, and a deep understanding of your unique challenges. Our proven track record of success is a testament to our dedication to exceeding expectations.

COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. We take pride in being based in Murra Warra, Victoria, Australia, with the capability to operate throughout Australia, serving businesses across your region and nationwide.

At COLETEK, we recognize that each organization has its own distinct needs and goals. That's why we're committed to delivering tailored solutions that meet your specific requirements. Our team of expert engineers and product developers works closely with clients to ensure seamless integration and optimal performance.

We're driven by a passion for innovation and a commitment to empowering businesses in Murra Warra, Victoria, Australia, to achieve their full potential. Our comprehensive approach covers every aspect of engineering and product development, from design and prototyping to testing and deployment.

If you're looking for a trusted partner to help you drive growth, improve efficiency, or overcome complex challenges in Murra Warra, Victoria, Australia, look no further than COLETEK. We're proud to serve as your partner in innovation and engineering solutions, based in Murra Warra, Victoria, Australia.