AI & Machine Learning Services for Ninyeunook 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 Ninyeunook 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 Ninyeunook 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 Ninyeunook 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.

COLEANED is a multidisciplinary Australian engineering and product development company established in 2001, trusted nationally for our innovative approach to solving complex problems. Our team has been proudly serving businesses across Ninyeunook, Victoria, Australia, as well as throughout the country.

We take pride in our ability to bridge the gap between technology and industry, providing engineering expertise that is tailored to meet the unique needs of local businesses. Based in Ninyeunook, Victoria, Australia, we have a deep understanding of the region's dynamic environment and the challenges it presents.

At COLETTEK, we believe in the value of collaboration and building long-lasting relationships with our clients. Our experienced team is committed to delivering exceptional results that exceed expectations. Through our expertise in engineering and product development, we provide businesses within Ninyeunook, Victoria, Australia, and beyond with the capability to drive their growth and success.

We are dedicated to helping local businesses like yours stay ahead of the curve by offering reliability, dependability, and innovative solutions that meet your specific needs. Our team has a proven track record of delivering results that transform industries and drive economic growth in Ninyeunook, Victoria, Australia.

Whether you're an established business or an emerging startup, we can help you navigate the ever-evolving landscape of technology and innovation. By partnering with COLETTEK, you are investing in a trusted advisor that has your best interests at heart. We operate throughout Ninyeunook, Victoria, Australia, and look forward to building a relationship that drives mutual success.