• Leading AWS migration project for CCB Risk (Batch and real time), Regulatory and Finance models from various platform to Cloud. • Part of this AWS migration, we are also building data lake for our enterprise business data, loading data in AWS S3 Bucket and then later used for Model Execution.• Design & implemented utility using PySpark and EMR Cluster which is playing a key role to validate model output across platform to insure no change in data during migration.• We also implemented CADS (Cross account data service) to access data across different business.• Part of database migration project where we are going to migrate Hive, HDFS, Hortonworks and Teradata tables to AWS data lake and ensure that data integrity will remain intact for Business consumption during migration.

• Leading model implementation team in Common Model Deployment System (CMDS) and Real Time Model system. Prior to model implementation input/output variables validation and check for accurate data import and translation. • Automation of advance Statistical Data Quality (SDQ) process where rules with Population Stability Index (PSI) for model attributes/features for anomaly detection get implemented.• Using AWS EMR cluster and AWS Athena to access the data for Business and data analytics.• Design and implemented cross business (LOB) automated Model performance assessment (OPA) tool with SAS/Tableau which saved $1 MM/year for JPMC. This full proof product managing all type of analytics, reporting and governance using automated SAS codes. Tool is getting data from Teradata, Oracle, Hadoop and AWS Cloud.• This OPA tool is used by different LOB i.e Card, Fraud, Business Banking, Home Lending, Regulatory, Finance, Risk and Non Risk.• Part of various COE group where we help business/LOB to simplify and automate their process to achieve optimization and remove manual effort.

As Assistant Vice President my roles are• Marketing Analytics & Data Engineering Lead managing the team of 4 analysts dealing with 100 + stakeholders for Citibank’s consumer business in Asia Pacific & EMEA Countries.• Maintaining robust data management platform to handle huge volume of data flowing from multiple source systems using SAS and UNIX.• Perform Data Analytics to find and interpret data from various sources and communicate insights/finding using visualization with Tableau dashboard. • Implementation of end-to-end campaign management system for complex Citi Singapore financial market. Also worked for other APAC and EMEA.

As Senior Enterprise Data Analyst professional my roles are• Worked in Enterprise Data Platform using Teradata as DWH with SAS to perform Data Integration activity. which spans across Financial, Risk, Legal & Compliance and many other business units. • Worked for Risk & Client Analytics Application where I was responsible for Enterprise Risk Model Creation and Evaluations. This program utilizes the EDM Tier 1, Tier 2 and Tier 3 Layers to provide data to SAS Grid for Risk Models.• Implemented Operational Reporting which make sure data is properly loaded for business ensure integrity of data is maintained.

As Senior Enterprise Data Analyst professional my roles are• Under Direct Response and Analytical Marketing (DRAM) Understand Business Reporting Requirements and deliver the expected Channel MIS Reports using defined SDLC process. Reporting Technology underline used was advance SAS.• Built multiple direct marketing campaigns for multiple LOB’s (Deposits and Small Business) and various ad hoc data mining requests for business partners. • Nature of campaigns includes Marketing of products through Telemarketing, Direct mail and email channel.• Custom data mart creation for different LOBs for suppressions to target right customers for dmail, telemarketing and email channel campaigns.• Part of Automation initiative group in BOA, developed various reusable macros for DRAM group for helping them to automate their processes through SAS and Unix Shell Scripting.

As Senior Senior Software Engineer professional my roles are• Team member in AMS (Accenture Marketing Sciences) was responsible for Migration of Genesis System (Global Media Audit) from Mainframe Technology to Java and SAS for Denmark, Sweden, Holland, France, UK to Spain.• Developed Extraction Routines for raw data and Built Analytical Datasets.

As SAS analyst professional responsible my roles are• Design and Develop Pfizer reporting system for clinical trial using Base and Advance SAS with data loading. • Extraction of raw data and construction of Analysis Datasets and generate Report. Quality Check (validation) of the reports and dataset by writing QC macros. • Writing a generalized data checks Macro code in SAS for finding the data issue in raw datasets. Documentation of QA (Quality Assurance) processes.