For the course 10-601: Introduction to Machine Learning (Masters)

TA for Introduction to AI

TA for 49-733: Designing Smart Systems

PROJECTS:1. Positions Balances Transactions & Valuations, Wealth Management• Optimized data storage time in data warehouses from 10 minutes to a few seconds by developing efficient stored procedures in MS SQL Server that consumed & aggregated data feeds• Facilitated data flow between 2 data warehouses by creating Informatica mappings & workflows in one go• Implemented ETL framework using SSIS to consume & integrate files of a few 100 GBs from 13 sources • Designed, created, & exposed data-marts with security features for ease of use by downstream systems• Used T-SQLT to provide support for database coding for all dimensions & facts in data-warehouse• Created a schema of stored procedures which liaised with Barclays MongoDB API to support mobile banking applications at real-time• Implemented a time series based changing dimension which improved performance to return latest results2. Service Operations Automated Release, Investment Banking• Designed configuration management database for Nolio systems used for one-touch deployments using PostgreSQL which reduced deployment time by 200% & efforts to a few clicks• Wrote JUnit test cases to increase code coverage to 80%• Designed & implemented Failover Automation Production & Disaster Recovery database servers3. WAVE-IT (Artemis, Wealth Management)• Worked as a Java & Informatica Developer to build & design a data-warehouse in the greenfield project• Wrote JUnit test cases to increase code coverage to 80%• Designed Informatica mappings & workflows to consume source data files & load data in Oracle DB which loaded about 20 source files in less than 5 minutes using Autosys schedulerACHIEVEMENTS:• Valedictorian: Barclays’ Graduate Class of 2013• Events Lead of Barclays Wealth Cultural Council• Raised 0.1 million for Micro-Tyco challenge, highest in the region• Developed an automated financial report generation process for an NGO supporting local businesses (www.aadhimalai.in)