writing management flowcharts flask object-oriented programming hygiene amx programming statistics linux scalability warehousing oracledb power bi integration jupyter information technology mysql performance improvement data visualization software architecture regulatory compliance pandas application interface framework numpy data acquisition research talend amazon aurora object-relational database dna profiling python visualization application development mongodb interface design finance