Atul Arora

Deposit Optimisation - Finxera provides a payments processing platform for Debt Settlement companies. The objective was to develop an algorithm for predicting, whether any upcoming deposits from a bank account will succeed or end up with a failure for "Insufficient Funds". The machine learning approach was used to solve the problem based on historical transactions.
 
 Check Matching - The scanned check images are matched against transactions records in database. The scanned check is read using OCR tool Tesseract. The objective was to improve upon the accuracy of the previous auto matching logic.