Kaushalendra Pratap Singh
AI Engineer
GenAI Data Migration Platform
AI-powered data profiling and schema validation for SAP migrations
Problem
Manual data validation in SAP S/4HANA migrations is incredibly slow and error-prone. Teams spend weeks manually checking field mappings, identifying anomalies, and validating schemas across massive datasets.
Approach
Built LLM-assisted pipelines that analyze structured and semi-structured ERP datasets. The system automates anomaly detection, provides field mapping recommendations, and validates schemas using reasoning capabilities of GPT-4.
Outcome
Significantly reduced manual validation effort and improved data quality for migration projects.
Tech
PythonLangChainGPT-4FastAPIPostgreSQL