AI & Machine Learning Services for Glenlofty 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 Glenlofty 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Glenlofty 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 Glenlofty 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 established in 2001, COLETEK has built a trusted national reputation by delivering innovative solutions to businesses across Glenlofty, Victoria, Australia and beyond. Our team of experts is always ready to collaborate with local entrepreneurs and decision-makers to help them overcome complex challenges and achieve their goals. For over two decades, we have been serving the Glenlofty community as well as businesses throughout Victoria, Australia, providing a reliable and capable partner for all engineering and product development needs. As a homegrown Australian company, we understand the unique characteristics of doing business in this region and are committed to supporting local industries grow and thrive. As a provider of comprehensive engineering and product development solutions, COLETEK is well-equipped to support businesses in Glenlofty, Victoria, Australia navigate the rapidly changing landscape of innovation. By integrating our expertise in engineering, product design, and manufacturing with cutting-edge technology, we help our clients develop sustainable competitive advantages, improve operational efficiency, and mitigate risks. Our approach focuses on building strong partnerships with our clients, based on open communication, collaboration, and a deep understanding of their unique goals and challenges. This ensures that every project is tailored to meet the specific needs of Glenlofty, Victoria, Australia businesses, while also leveraging our collective expertise to deliver innovative solutions that drive real results. By partnering with COLETEK, businesses in Glenlofty, Victoria, Australia can rest assured that they are working with a trusted and experienced provider of engineering and product development services. Whether you're looking for guidance on developing new products or improving operational processes, we're dedicated to supporting your success every step of the way.