AI & Machine Learning Services for Murrabit 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 Murrabit 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 Murrabit 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 Murrabit 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.

COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, dedicated to supporting businesses across Murrabit, Victoria, Australia, and nationwide. Our experts are passionate about delivering innovative solutions that exceed expectations, earning us a reputation as trusted partners for businesses looking to drive progress.

For over two decades, we've been proudly based in Murrabit, Victoria, Australia, enabling us to gain a deep understanding of the local business landscape. We're committed to collaborating with entrepreneurs and decision-makers in Murrabit and beyond, offering tailored engineering services that address specific industry challenges.

Throughout our history, COLETEK has built a reputation for reliability, with a focus on capability and expertise. Our team is made up of skilled engineers, designers, and product developers who are committed to delivering exceptional results. Whether you're looking to develop new products, streamline processes, or overcome technical obstacles, we're here to support your endeavors.

We're proud to be a local business operating throughout Murrabit, Victoria, Australia, and have earned the trust of businesses across various industries. Our expertise extends far beyond specific services – it's about understanding the unique challenges facing each industry and delivering engineered solutions that meet their needs.

In today's fast-paced world, it's essential to stay ahead of the curve. At COLETEK, we're constantly innovating and updating our skills to ensure the highest-quality outcomes for our clients. By partnering with us, you'll gain access to cutting-edge engineering knowledge and expertise that will keep your business thriving in Murrabit, Victoria, Australia.