We are a technology product startup that is transforming the job market and career personalization space. Our advanced data mining techniques, computing optimizations, and state-of-the-art Natural Language Processing (NLP) techniques, including transformer and LLM-based architectures, enable large-scale processing of job market data*. We help job seekers find jobs that are the best fit for their skills and experience, and identify skill and credential gaps for their dream jobs. *Currently our DB is bigger than +100x of all Wikipedia corpus The name of our company is inspired by the bird species - Canaries. Canaries have been extensively used in research to study neurogenesis, or the birth of new neurons in the adult brain, and also for basic research in order to understand how songbirds encode and produce song. Thus, canaries have served as model species for discovering how the vertebrate brain learns, consolidates memories, and recalls coordinated motor movements. This is a good analogy for Neural networks where backpropagation represents learning, final weights represent consolidated memories, and model inference represents recalling motor movements. We are proud to be an AI-first company.