AI & Machine Learning Services for Woodleigh 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 Woodleigh 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 Woodleigh 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 Woodleigh 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.

Located in the heart of Australia, COLETEK is a multidisciplinary engineering and product development company that has been serving businesses across Woodleigh, Victoria, Australia since 2001. With over two decades of experience, we have established ourselves as trusted partners for many local companies.

Pioneering innovation, our team of experts has consistently pushed the boundaries of what's possible in product development and engineering. Whether you're looking to create a new product from scratch or improve existing processes, COLETEK is well-equipped to help Woodleigh-based businesses like yours succeed.

As a national company with a strong presence throughout Australia, we understand the unique challenges and opportunities that regional businesses face. That's why we take pride in providing reliable support, open collaboration, and exceptional capability to all our clients – big or small, located anywhere in the country, including Woodleigh, Victoria, Australia.

When it comes to engineering and product development solutions for Woodleigh's businesses, COLETEK is your go-to partner. We don't just provide generic services or cookie-cutter approaches; instead, we work closely with you to understand your distinct needs and challenges, offering tailor-made solutions that drive real results.

Whether you're looking to streamline operations, enhance customer experiences, or expand into new markets, our team has the skills and expertise to make it happen. By working together, we can help you achieve your goals, overcome obstacles, and capitalize on opportunities – all with a deep understanding of the Woodleigh area and Victoria's unique business landscape.