AI & Machine Learning Services for Glenrowan 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 Glenrowan 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 Glenrowan 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 Glenrowan 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 over two decades, COLETEK has been dedicated to delivering innovative and reliable engineering solutions that drive success across a wide range of industries and communities. Our multidisciplinary Australian company, established in 2001, prides itself on being a trusted partner for businesses serving Glenrowan, Victoria, Australia and beyond. As a locally grounded yet nationally respected leader in engineering and product development, we're committed to supporting local entrepreneurs, family-owned businesses, and industry leaders throughout the region. By leveraging our skills and expertise, you can rest assured that your operations will be streamlined, efficiency improved, and success enhanced. Our dedication is evident in every project we undertake, and it's this focus on collaboration that sets us apart from more general solution providers. With deep experience and a passion for innovation, COLETEK has earned its reputation as an engineering and product development powerhouse. By leveraging our expertise, local businesses in Glenrowan, Victoria, Australia can benefit from our comprehensive approach to meeting their unique needs. Whether it's developing custom product solutions or streamlining process workflows, we understand the importance of fostering strong relationships and leveraging trust to drive results. Our proven track record of delivering exceptional value and support for clients across various industries is a testament to our commitment to excellence. By partnering with COLETEK, you can access a wealth of know-how, creativity, and resourcefulness that will enable your organization to thrive in today's fast-paced business environment. From product development to supply chain optimization and technology integration, we're devoted to empowering Glenrowan's businesses to grow, adapt, and stay ahead of the curve. As you explore opportunities for growth and expansion, consider partnering with COLETEK, a company deeply rooted in serving the communities of Glenrowan, Victoria, Australia. Let our collective experience, innovative spirit, and industry best practices guide your decision-making and drive meaningful results. With COLETEK on your side, you can trust that your business will receive the personalized attention, expertise, and strategic solutions needed to navigate today's challenges and seize new opportunities.