Bonny Pradhan
Verified Expert in Engineering
Data Engineer Developer
Edina, MN, United States
Toptal member since December 8, 2021
Bonny has worked in global data analytics teams as a business intelligence consultant, team lead, ETL, and reporting developer. Her client base for data analytics has been from the retail domain, including top-tier retailers worldwide. Her work involves understanding business requirements, proposing optimal solutions, and developing solutions that meet client expectations. Bonny takes ownership, delivers on time, and aims for the best possible outcome in any given scenario.
Portfolio
Experience
Availability
Preferred Environment
PyCharm, Snowflake, Microsoft Power BI, Tableau, Oracle BI, Teradata, PostgreSQL, Oracle SQL Developer, Looker, Bitbucket
The most amazing...
...thing was the Oracle retail data warehouse implementation project: the legacy reporting was switched from Excel to an OBIEE platform, with KPI-based reports.
Work Experience
Data Analyst and Dashboard Creator
FLYR, Inc.
- Helped transportation leaders with revenue management through data visualization.
- Architected data modeling for KPIs, cubes, and metrics in Looker and BigQuery SQL.
- Carried out the technical design of Looker dashboards with cosmetic enhancements.
- Managed source control using application lifecycle management (ALM) tools like Jira and GitHub.
- Created new Looker metrics using advanced SQL queries.
Looker Expert
The Weather Group - Main
- Built and set up Looker dashboards and reports. Used advanced Looker concepts like merge reports to derive time transformation logic to date and previous year in Looker.
- Developed profit and loss dashboards, balance sheets, and income statements on Looker.
- Troubleshot potential issues with data integration and synching.
- Managed Looker updates and marketplace analytics available.
- Set up additional instances and worked on data migration.
- Worked with back-end data sets to understand and work on the current data structure.
Analytics Engineer and Looker Developer
Yellow Social Interactive
- Deployed the Looker reporting interface for hundreds of users in the company for easy access to data.
- Maintained appropriate ad-hoc environments (explores) for disparate data, such as payments or gameplay.
- Migrated around 20 analytical and operational reports from the legacy system.
- Understood the data structure in Google BigQuery and PostgreSQL and created various analytical reports for the client.
- Acted as the point of contact for all reporting needs while providing support.
ETL and BI Consultant
Torrid
- Implemented Robling data warehouse on Snowflake DB and Power BI.
- Wrote Snowflake and Google BigQuery SQL for complex customer logic such as rewards and Torrid credit cards.
- Integrated customer data from disparate sources like flat files and Oracle Retail Sales Audit (ReSA) into Snowflake.
- Wrote hierarchical queries on Snowflake for reporting to show product hierarchy.
- Created an ad-hoc reporting interface using Looker.
Principal Software Engineer
LIS Nepal Pvt
- Developed Python scripts for ETL processes on Snowflake DB, Power BI, and Tableau.
- Wrote advanced queries on Snowflake for ETL and reporting on Power BI.
- Led a team of more than five members and supervised go-live activities and hyper-care support for different phases of Robling data warehouse in Snowflake DB and Looker reporting interface.
- Tracked and fixed bugs on Jira for user acceptance testing as offshore reporting lead.
- Led the history conversion team for the conversion of ten years of data.
- Developed around 1,500 metrics on Looker, including time transformation metrics like YTD, last year, and more.
ETL Consultant
Accent Decor
- Converted 10 years of history data into Snowflake from SQL server.
- Worked with Azure Data Factory (ADF) pipelines to load data into Snowflake DB.
- Wrote queries for validation and testing data consistency on Snowflake DB.
Business Intelligence Consultant
Matahari
- Collaborated with client stakeholders to build a powerful BI system using Oracle, Power BI, and Tableau for different departments.
- Designed, planned, and developed around ten major company dashboards with variation and security for stores, buyers, and vendors.
- Gathered requirements and analyzed them for the design of analytical and operational reporting.
- Guided and supervised the BI technical team of around ten members.
Senior Software Developer | BI Consultant
LIS Nepal Pvt
- Worked actively with OBIEE server and RPD for setting up, developing, testing, and deploying an Oracle data warehouse and reporting service.
- Modeled dashboards to report daily sales and profit figures to top management of retailers.
- Led and monitored teams through all stages of the system development lifecycle, such as design, coding, testing, tuning, integration, and support.
- Carried out successful deployment and stabilization of data warehouse projects in different phases.
- Provided capacity building to the client's business users and IT users for project handover and support.
- Acted as a consultant for almost two years for global retailers.
- Worked on operational and analytical reports on Tableau and Power BI.
Software Developer
Yomari Inc
- Worked on reporting and security module of a web application for Nepal Stock Exchange board.
- Developed ETL scripts for customized modules to replace legacy systems.
- Carried out unit testing and system integration testing for shell scripts.
Experience
Robling Data Warehouse Implementation
BI Reporting Project
The Oracle retail analytics system was implemented for the enterprise using Oracle DB, and five years of data were converted. We developed company-wide Power BI dashboards, scheduled reports for stores, and provided secure data for buyers. An ad hoc reporting environment was also set up, and access was provided to specific users. I collaborated with stakeholders at the management and operational levels to validate the data in reports. I also provided training on the reporting system to the client's business and technical customer support. The project needed advanced SQL queries for ETL for its complex source systems and reporting.
Logic Retail Data Model
Some data marts like store plan and store traffic were relatively more complex. Advanced SQL was written for the extraction of data for these data marts, achieved by thorough requirement gathering from the client. Legacy scripts used were then migrated and the data model was designed to incorporate them in the data warehouse.
Research on On-demand Services' Niche Markets
A model was developed to show the identifiers and key success variables for a niche market for an on-demand service. The model was validated by a questionnaire survey and quantitative data analysis with SPSS. The model was also illustrated for a ride-hailing service for women and an app was developed for the same.
Nepal Stock Exchange Web Application
Customizations were done in the centralized trading application to add certain features. Advanced MySQL queries were also written for reporting in the security module. Eight reports were developed using these queries including, circular trade report and broker relationship report.
Education
Master's Degree in Information Management
Asian Institute of Technology - Pathumthani, Thailand
Bachelor's Degree in Information Science
Siddaganga Institute of Technology - Karnataka, India
Certifications
NVivo Certification
Asian Institute of Technology
DB2 Database and Application Fundamentals
IBM
Skills
Tools
Microsoft Power BI, Tableau, Looker, Excel Development, Power Query, BigQuery, PyCharm, Oracle BI Publisher, Git, Bitbucket, WinSCP, Shell, Oracle SQL Data Modeler, SPSS, Visual Studio, pgAdmin
Languages
Snowflake, SQL, Python
Paradigms
Business Intelligence (BI), ETL, OLAP, Dimensional Modeling, Qualitative Research
Platforms
Oracle, Google Cloud Platform (GCP), Oracle Database, Amazon Web Services (AWS), Azure, Linux
Storage
Teradata, Oracle SQL Developer, MySQL, Databases, Redshift, MariaDB, PL/SQL, Oracle Cloud, Data Pipelines, Google Cloud, Microsoft SQL Server, PostgreSQL, IBM Db2, Oracle 11g, Oracle SQL
Frameworks
.NET
Other
Oracle BI, Data Modeling, Data Warehousing, Excel 365, Data Visualization, Technical Documentation, Data, Excel Expert, ETL Tools, Communication, Datasets, Google Data Studio, Google BigQuery, Data Engineering, Analytics, Data Warehouse Design, Query Optimization, Azure Data Factory, Data Analysis Consultant, Data Management, Business Intelligence Consultant, Data Architecture, Star Schema, Reporting, Data-level Security, CSV, Dashboards, Data Analytics, CSV File Processing, Office 365, DAX, Data Migration, Dashboard Design, Consulting, Data Reporting, Decision Support Systems, SAP, Data Privacy, Information & Communications Technology (ICT), Semantics, Data Mining, Information Retrieval, Project Design, Research Methods, Software Development Lifecycle (SDLC), Computer Networking, Oracle Fusion Middleware, Unix Shell Scripting, Oracle BIP, Shell Scripting, MicroStrategy, NVivo, Data Analysis
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