Abstract: Methods and systems are described herein for generating function completion timelines using machine learning models. The system may receive a validation request for validating completion of a function, determine a class of the logic input data, add the class to the validation request, input the validation request into a machine learning model for generating a prediction of a completion timeline, and generate the prediction of a completion date based on the completion timeline.

Abstract: A modular tire pressure leak detection system includes a tire that supports a vehicle and a sensor unit mounted on the tire. The sensor unit detects real-time tire parameters inside the tire and transmits the parameters to a processor. A plurality of modules are in electronic communication with the processor. The plurality of modules include a pre-processing module that receives the parameters and applies a set of operations to generate pressure time series data, a leak detection module that receives the pressure time series data and determines a leak rate of the tire, and a post-processing module that receives the leak rate of the tire and analyzes the leak rate of the tire with determinations from a plurality of conditions. A leak alert is issued by the post-processing module based upon the analysis of the leak rate of the tire and the determinations from the plurality of conditions.

Abstract: The present invention pertains to a garment having an elongated crotch section combined with seam construction to provide comfort to the wearer. The garment may be boxer shorts comprising 6 pieces. There are two front pieces and two back pieces. The top portion of these pieces can form a waist band. Alternatively the waist band can be a separate sewn piece. The boxers also are constructed with a two piece center section in the design of the crotch of the boxer. The two piece crotch component is designed to be substantially without multiple seams that meet in the inseam of the crotch located in the groin area. The boxer is designed to only have seams that are placed on the sides and a single horizontal seam that connect the two pieces of the crotch portion. This enhances the wearer's comfort. The two piece crotch component also forms an elongated pouch to hold the male genitalia. Again, unlike many other styles of boxers, there is no junction of multiple seams at the groin or inseam of the boxer.

Abstract: A system and tool that stores and tracks all member healthcare and prescription expenses, using private and secure Internet accounts to monitor payments of their Managed Care (HMO/PPO) provider or insurer. A management tool that has the ability to track and administrate Health/Medical Saving Accounts and also tell a member based on the total amount of any expense what they should expect the insurer to pay and what they (member/insured) should expect to pay towards that expense. The invention utilizes expense tracking computer software that automatically alerts members when the insurer has failed to pay the full amount of medical expenses as required under the medical insurance policy. The customer service component of the invention allows the initiation of contact with that member's Managed Care (HMO/PPO) or insurer to discuss the issue of payment on behalf of that member.