AI & Machine Learning Services for Murraydale 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 Murraydale 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 Murraydale 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 Murraydale 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has gained widespread recognition for our commitment to innovation, collaboration, and reliability. With years of experience in tackling complex challenges, we've developed the capabilities to support businesses across Murraydale, Victoria, Australia and throughout the country. Based in Murraydale, Victoria, Australia, we're proud to operate throughout this region, serving a diverse range of industries and sectors. Our seasoned team of engineers, product developers, and industry experts have mastered the art of design, testing, and implementation of tailored solutions that meet the unique needs of each client. Whether you require conceptualization, prototyping, testing, or production support, COLETEK's multidisciplinary expertise ensures seamless integration across various aspects – from research and development to manufacturing and deployment. Our commitment to excellence and customer satisfaction has earned us a trusted national reputation for delivering reliable results that meet the specific needs of local businesses in Murraydale, Victoria, Australia. Innovative Engineering Solutions for Businesses in Murraydale, Victoria, Australia COLETEK's approach is centered around fostering strong relationships with our clients and understanding their unique challenges. By tapping into our collective expertise in engineering and product development, we empower businesses across Murraydale, Victoria, Australia to transform their operations, increase efficiency, enhance competitiveness, and ultimately drive growth. As a trusted partner for local businesses in Murraydale, Victoria, Australia, COLETEK takes pride in delivering results that surpass expectations. Our commitment to collaboration ensures that our clients receive comprehensive support from conceptualization to implementation, ensuring that their projects are developed and deployed with precision, reliability, and attention to detail. Let’s build something remarkable together.