Abstract: The invention relates to optimizing platform conversion through dynamic management of capacity in an ecommerce environment. The invention commences when a request is received from a user to place an order for an item in the ecommerce environment. The request is then transmitted to a server. A first buying cohort with an associated first prioritization value is then identified. A utilization value of a first capacity reservation for the identified first buying cohort is then determined. Thereafter, if the determined utilization value of the first capacity reservation is more than a predefined threshold value, a extraction capacity value from at least one second capacity reservation is dynamically assigned to the first capacity reservation based on a dynamically forecasted demand and a risk factor associated with at least one second capacity reservation.

Abstract: Methods and systems are provided for geocoding. An example method encompasses receiving, from a delivery data corpus, a delivery data comprising one or more addresses. The method thereafter comprises identifying, one or more tokens from said one or more addresses. Further the method leads to calculating, for each of said one or more tokens, an end token score and a sub-sequence token score. The method thereafter encompasses chunking, said one or more addresses based on said end token score and said sub-sequence token score to generate one or more address chunks. Further the method comprises generating, one or more polygon regions for each generated address chunks based on said chunking. Thereafter the method comprises merging, one or more generated polygon regions for each of the generated address chunks.

Abstract: Methods and systems are provided for geocoding. An example method encompasses receiving, from a delivery data corpus, a delivery data comprising one or more addresses. The method thereafter comprises identifying, one or more tokens from said one or more addresses. Further the method leads to calculating, for each of said one or more tokens, an end token score and a sub-sequence token score. The method thereafter encompasses chunking, said one or more addresses based on said end token score and said sub-sequence token score to generate one or more address chunks. Further the method comprises generating, one or more polygon regions for each generated address chunks based on said chunking. Thereafter the method comprises merging, one or more generated polygon regions for each of the generated address chunks.