AI & Machine Learning Services for Stawell 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 Stawell 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 Stawell 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 Stawell 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 trusted and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has earned its reputation as a go-to partner for businesses across Stawell, Victoria, Australia. Our team of skilled professionals has extensive experience in delivering tailored solutions that meet the unique needs of industries throughout Australia. With our bases of operation located throughout the country, including Stawell, Victoria, Australia, we are well-equipped to support local businesses like yours in their pursuit of excellence. Whether you're looking to improve operational efficiency, develop new products or services, or overcome complex engineering challenges, COLETEK is dedicated to helping you achieve your goals. What sets us apart from other engineering and product development companies is our ability to bring together a range of skills and expertise under one roof. Our multidisciplinary approach allows us to tackle complex projects that require collaboration across various disciplines, including mechanical, electrical, software, and systems engineering. By partnering with COLETEK, you gain access to highly capable engineers and developers who are passionate about delivering innovative solutions that meet the specific needs of businesses like yours in Stawell, Victoria, Australia. Our services have been honed over years of working with clients across various sectors, from mining and agriculture to manufacturing and construction. When it comes to engineering and product development, reliability is key. At COLETEK, we understand what's at stake – the success or failure of your project or business can depend on our work. That's why we're committed to delivering solutions that are not only innovative but also reliable, efficient, and cost-effective. If you're based in Stawell, Victoria, Australia, or operating elsewhere across Australia, COLETEK is here to help you build something remarkable together. Whether you're looking to develop a new product, improve your operations, or overcome an engineering challenge, we would be delighted to discuss how our capabilities and expertise can support your goals.