AI & Machine Learning Services for Netherby 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 Netherby 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 Netherby 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 Netherby 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has consistently demonstrated its capacity to deliver innovative solutions that drive business success. Our commitment to collaboration, reliability, and capability has earned us a trusted national reputation across various industries. At COLETEK, we pride ourselves on being based in Netherby, Victoria, Australia, serving businesses across this region and throughout Australia. By leveraging our expertise and resources, companies can capitalize on new opportunities, optimize processes, and develop transformative products that set them apart from the competition. Our experienced team is dedicated to helping local enterprises in Netherby, Victoria, Australia navigate complex engineering challenges and bring their most ambitious ideas to life. As a trusted partner for businesses of all sizes and sectors, COLETEK operates throughout Netherby, Victoria, Australia, providing tailored solutions that address the unique needs of each organization. Our comprehensive approach spans the entire product development lifecycle – from design and prototyping through testing and manufacturing to deployment and support. By working together with local businesses in Netherby, Victoria, Australia, we create value through collaboration, expertise, and innovative thinking. Throughout our history, COLETEK has consistently demonstrated its ability to deliver high-quality results that exceed expectations. Our team's collective knowledge and skills are unmatched, allowing us to tackle complex engineering challenges head-on. We have a proven track record of supporting businesses in Netherby, Victoria, Australia as they navigate rapidly changing market conditions and technological advancements. At COLETEK, our dedication to excellence is unwavering. We take pride in being based in Netherby, Victoria, Australia, where we actively engage with the local community, fostering strong relationships with clients and partners alike. By partnering with us, businesses can tap into our collective expertise, ensuring their products and services are globally competitive and locally relevant.