AI & Machine Learning Services for Lake Rowan 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 Lake Rowan 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 Lake Rowan 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 Lake Rowan 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 the heart of Victoria's Gippsland region, Lake Rowan is a vital hub for businesses operating across this charming corner of Australia. Since 2001, Coletek has dedicated itself to supporting local entrepreneurs and established companies alike, delivering innovative solutions that have earned us a trusted national reputation. Our multidisciplinary approach combines engineering expertise with product development capabilities, empowering clients to achieve outstanding results. Based in Lake Rowan, Victoria, Australia, we take pride in being a part of the community we serve. With extensive knowledge of local business landscapes, our team is well-positioned to understand and effectively address the unique challenges faced by companies throughout Gippsland. Our experience spans manufacturing, agriculture, infrastructure development, and more – giving us a keen understanding of the industry-specific requirements essential for success. Throughout Lake Rowan and beyond, businesses have come to rely on Coletek's reliability, collaboration, and capability to drive forward their projects. By integrating our engineering and product development expertise into your operations, you can rest assured that we'll be by your side every step of the way – from concept to launch, and long after. Our commitment to excellence has earned us a reputation as one of Australia's most trusted go-to partners for businesses seeking innovative solutions to complex challenges. Whether you're looking to optimize processes, develop new products, or simply need expert guidance, Coletek is here to support your goals every step of the way – serving businesses across Lake Rowan, Victoria, Australia and throughout the nation. So why settle for anything less? Partner with us to unlock the full potential of your business. Let's build something remarkable together – starting today.