AI & Machine Learning Services for Poowong 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 Poowong 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 Poowong 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 Poowong 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With our national reputation for reliability, collaboration, and capability, we've been serving businesses across Poowong, Victoria, Australia, and throughout the country.

Based in Poowong, Victoria, Australia, we're uniquely positioned to understand the distinct needs of local industries. Our team of experts is committed to delivering innovative engineering solutions that meet the evolving demands of your business. Whether you're looking to improve operational efficiency, enhance product development, or tackle complex challenges, our partnership can help drive growth and success.

With COLETEK, you gain access to a wealth of knowledge, skills, and resources. Our multidisciplinary approach allows us to bring together the best minds from various fields, ensuring a comprehensive understanding of your unique circumstances. This synergy enables us to develop tailored solutions that meet the specific needs of Poowong businesses operating in sectors such as agriculture, manufacturing, or services.

At COLETEK, we believe that collaboration is key to driving innovation and results. By working closely with local business owners and decision-makers, we develop a deep understanding of their challenges and opportunities. This empathy enables us to tailor our engineering expertise to the distinct requirements of Poowong businesses, ensuring that our solutions are effective, efficient, and scalable.

As trusted partners in innovation, COLETEK is committed to empowering local Poowong businesses with the tools, knowledge, and resources necessary to succeed. By combining our national reputation for excellence with a deep understanding of local market dynamics, we're confident that our partnership can help you achieve your business objectives.