Transaction reconciliation and deduplication

A computing system comprising:

• a memory configured to store a data file comprising a plurality of transaction records corresponding to a plurality of electronic transactions;
• and
• a processor configured to
• input the data file into a first machine learning model and identify, via the first machine learning model, respective transaction attributes of the plurality of transaction records based on the input data file;
• determine, via execution of a second machine learning model, that a first transaction record and a second transaction record in the data file correspond to a common transaction based on attributes of the first and second transaction records which are identified from the first and second transaction records via the execution of the first machine learning model, and
• modify the data file to indicate that the first and second transaction records correspond to the common transaction and storing the modified data file in memory.

A non-transitory computer-readable medium comprising instructions which when executed by a processor cause a computer to perform a method comprising:

• storing a data file comprising a plurality of transaction records corresponding to a plurality of electronic transactions in memory;
• inputting the data file into a first machine learning model and identifying, via the first machine learning model, respective transaction attributes of the plurality of transaction records based on the input data file;
• determining, via execution of a second machine learning model, that a first transaction record and a second transaction record included in the data file correspond to a common transaction based on identified attributes of the first and second transaction records, which are identified from the first and second transaction records via the execution of the first machine learning model;
• and
• modifying the data file to indicate that the first and second transaction records correspond to the common transaction and storing the modified data file in the memory.