Abstract: A computerized method and computing platform provides for managing a skill-based competition via network-based submissions. The method includes providing event rules across a communication network to a first user, the event rules relating to competing in the skill-based competition. Via the communication network, the method includes receiving an entry submission from the first user, the entry submission including score data and video data relating to a video feed of the first user competing in the skill-based competition. The method includes analyzing the video feed of the first user competing in the skill-based competition using at least one photogrammetry processing technique, including validating if the first user was in compliance with the event rules while competing in the skill-based competition. Based thereon, a verification score is compared with the score data and the method manages a leaderboard data set as part of managing the competition.