, ,
Summary
Designed and implemented an OCR pipeline to extract key information from scanned cheques and integrated a data validation module with PostgreSQL.
Highlights
Designed and implemented an OCR pipeline in Python to accurately extract key information—payee, amount, and date—from scanned cheques.
Developed and integrated a robust data validation module with PostgreSQL, achieving over 99% accuracy in processed cheque data.
Collaborated with the team to test and improve image processing techniques, increasing overall recognition accuracy across diverse cheque formats by 15%.