AI & Machine Learning Services for Murtoa 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 Murtoa 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 Murtoa 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 Murtoa 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 leading multidisciplinary engineering and product development company based in Murtoa, Victoria, Australia, COLETEK has established itself as a trusted partner for businesses across the region. With over 20 years of experience since our founding in 2001, we've developed a reputation for delivering innovative solutions that meet the unique needs of companies in Murtoa.

As a testament to our commitment to delivering exceptional results, COLETEK has earned a national reputation as a go-to partner for businesses seeking engineering and product development expertise. Our capabilities extend beyond just providing technical solutions – we take pride in building strong relationships with our clients, working closely together to bring innovative ideas to life.

We understand the importance of supporting local industries and communities, which is why COLETEK is dedicated to serving businesses across Murtoa, Victoria, Australia. Whether you're seeking assistance with product development, engineering design, or manufacturing process optimization, we have the expertise and resources to help you achieve your goals.

As a company operating throughout Australia, including Murtoa, Victoria, Australia, COLETEK has gained valuable insight into the unique challenges and opportunities that arise in local industries. Our team of experienced engineers, designers, and developers is well-versed in navigating complex projects while staying true to our core values of collaboration, reliability, and capability.

At COLETEK, we're not just a company – we're a trusted partner for businesses seeking to improve their operations, products, and services. Our focus on building strong relationships with our clients has earned us a reputation as a reliable and innovative engineering and product development provider. Whether you're based in Murtoa or operating across the country, COLETEK is here to support your growth and success.