Data Analyst
Progoti Systems Ltd. (28th Oct 2020 - 31 Oct 2023)
I worked as a Data Analyst at Progoti Systems Ltd., where I was actively involved in analyzing and interpreting data for their Data & BI Engineering team. During my employment, I contributed to many projects, and created visually engaging data dashboards, Optimized Data Processes, Implemented Data Security Measures, Contributed to Project Success.
Tenure: 28th Oct 2020 - 31 Oct 2023
Team: Data & Business Intelligence (BI)
Department: Engineering
Products:
Achievement & Responsibilities:
Data Analysis and Customer Experience Enhancement
Data Analysis and Customer Experience Enhancement
- Conducted in-depth analysis on intricate datasets to uncover trends and patterns.
- Executed and managed campaigns, including Loyalty Programs.
- Generated target groups (TG) for a variety of user segments.
- Presented data visualizations for informed decisions (15+ Dashboards, 150+ Charts).
- Implemented techniques for Customer Journey Management and Mapping.
- Designed and implemented algorithms to enhance decision-making processes.
Payment System Audits and Financial Accuracy
- Performed audits on the payment system database for Bangladesh Bank.
- Performed reconciliation processes to ensure accuracy and consistency in financial data.
Financial Reporting and Regulatory Compliance
- Prepared and compiled Trust Cum Settlement Report for Bangladesh Bank.
- Generated and submitted Rationalized Input Template (RIT) report for Bangladesh Bank.
- Compiled and presented comprehensive Income Reports.
- Conducted Yearly Bank Closing procedures, ensuring accurate financial records.
- International Monetary Fund (IMF) report.
- Financial Access Survey (FAS) report.
- Unstructured Supplementary Service Data (USSD) report.
- Growth Report.
Data Engineering & Security
- I designed and developed Extract, Transform, Load (ETL) solutions, ensuring seamless data integration and transformation processes.
- Designed and established a Unified Data Analytics Platform (UDAP)
- Implemented dimension and fact tables, managed Slowly Changing Dimensions (SCD), and performed additional Data Engineering tasks to optimize data processing and analysis workflows.
- Developed a Database Audit System leveraging Triggers for data security.
- Designed and implemented Role-Based Access Control (RBAC).
- Established a robust Column Level Security (CLS) system.
- Utilized PostGIS for location-based data tasks, including the generation of locations using latitude and longitude, and implementing Convex Hull algorithms for spatial analysis.
Administration
- Table Partitioning, Sharding, Indexing, Database Performance Improvement.
- Successfully orchestrated the migration of a substantial 10TB data set to AWS RDS.
- Decomposed a normalized database into two separate databases.
- Developed a Point-In-Time Recovery (PITR) mechanism on Master-Slave architecture.
Experienced Projects
- Primary Education Stipend Programme (PESP).
- Padma Multipurpose Bridge.
- Bangladesh Sugar and Food Industries Corporation (BSFIC).
- Social Welfare Disbursement (SWD).
- Super Quick Response (QR).
Technology: