AI & Machine Learning Services for Drummartin 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 Drummartin 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 Drummartin 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 Drummartin 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 with over 20 years of experience, COLETEK is proud to support businesses across Drummartin, Victoria, Australia. With our team's expertise and innovative approach, we're well-equipped to help local industries thrive, leveraging our national reputation for reliability, collaboration, and capability. COLETEK was established in 2001 as a multidisciplinary Australian engineering and product development company, with the goal of delivering high-quality solutions that meet our clients' unique needs. Our team has since grown to include experts from various disciplines, including mechanical, electrical, software, materials science, and design engineering. This broad range of skills allows us to tackle complex projects, identify opportunities for innovation, and implement creative solutions. As a trusted partner for businesses operating throughout Drummartin, Victoria, Australia, we take pride in our ability to understand the specific challenges facing local companies. We know that every organization has unique needs, from streamlining processes to developing new products. By working closely with our clients, we develop customized engineering and product development solutions that help them achieve their goals. At COLETEK, we don't just provide services – we build long-term partnerships with businesses across Drummartin, Victoria, Australia. Our collaborative approach ensures that our expertise is integrated seamlessly into your operations, allowing you to focus on what matters most: growing your business and serving your customers. Whether you're looking to improve operational efficiency, develop new products, or stay ahead of the competition, COLETEK is here to help. As a trusted engineering and product development partner for businesses in Drummartin, Victoria, Australia, we're dedicated to delivering exceptional results and exceeding expectations.