- Working as a research scientist in the NLP team focusing my research on improving language modelling for Nuance's several products especially in health care and TV domain. - Improving their existing traditional ASR systems with external language models, yielded up to 35% WERR on some languages - Building and improving end-to-end ASR systems for IVR and human to human transcriptions.

• Data Filtering for Machine Translation (Master Thesis) – Developed methods to filter a noisy parallel corpus without using any additional data for the task of Machine Translation – Improved the performance of German!English and Indonesian -> English translation systems• Parallel Corpus Filtering – Developed methods to filter a noisy parallel corpus in the presence of additional data – Improved the performance of German -> English translation system – Implemented scoring module in Sockeye and testing pipeline for Marian (Machine translation toolkit)

• Implementation of Oracle Financial Crime & Compliance Management (FCCM) – Implemented and customized Oracle FCCM application pack for multiple banks in Pakistan, Zimbabwe and United States to meet the regulatory requirements of the bank – Responsible for gathering requirements, mapping it to Oracle FCCM and performing data gap analysis – Handled bank’s production systems with customer base of 6 million• ETL Development for Oracle FCCM – Implemented and optimized ETL process of multiple banks to extract data from their core banking for Oracle FCCM• Report Development for Oracle FCCM – Developed customized reports and Dashboards for Oracle FCCM using Oracle Business Intelligence tool (OBIEE) – Wrote and optimized SQL queries to generate high quality reports for business users to monitor customers transactions and profile