
Prapti Thapaliya
Verified Expert in Engineering
Data Warehouse Developer
Philadelphia, PA, United States
Toptal member since August 6, 2021
Prapti has four years of experience in business intelligence and retail analytics. She has a solid background in data analytics, data warehousing, and business intelligence. Prapti worked with multiple international retailers worldwide to provide them with end-to-end data warehouse implementation and top-notch analytics.
Portfolio
Experience
- Data Warehouse Design - 4 years
- Snowflake - 4 years
- Tableau - 4 years
- Looker - 4 years
- Python - 4 years
- Oracle Database - 4 years
- Microsoft Power BI - 4 years
- Azure - 3 years
Availability
Preferred Environment
Snowflake, Looker, Tableau, Oracle, Database Design, Azure, Python, Microsoft Power BI, Data Warehousing, ETL
The most amazing...
...thing I've developed is COVID-19 analytics that gives US retailers information about the spread of COVID-19 within 20 miles of proximity to their stores.
Work Experience
Senior Software Engineer
LIS Nepal Pvt
- Gained experience in developing both service and product delivery projects.
- Developed ETL using scripts as well as BI tools such as Oracle Data Integrator (ODI) and Fivetran.
- Designed, developed, and tested analytical reports in platforms such as Looker, Tableau, and OBIEE.
- Developed frameworks to validate data across different integration points during data warehouse implementation for 8+ international retailers. Developed both unit and regression test frameworks to validate data across source and target systems.
- Conducted research on promotional effectiveness among retailers and produced a high-quality dashboard in Power BI and a proof of concept.
- Supervised and led an intern group to develop a supply chain optimization engine through sales forecasting.
Technical Specialist for Data Demo and Data Usability
Robling, LLC
- Served as a technical lead of data usability lane that enhances data usability and data demo.
- Designed and developed cutting-edge analytics that provides meaningful insights into a retailer’s business using tools such as Looker.
- Developed ETL scripts, Azure data pipelines, and analytical reports for the implementation of large-scale data-warehouse for 6+ international retail organizations.
- Designed and developed anomaly detection analytics for two international retail organizations.
- Designed and developed COVID-19 analytics that was implemented by over 22 retailers and restauranteurs in the US.
- Developed analytics on customer mobility based on data provided by Google on customer mobility during the COVID-19.
- Created competitor pricing analytics by scraping eCommerce sites for retailers.
- Facilitated knowledge-sharing sessions to clients as well as in-house.
- Designed and developed scripts in Python for ETL purposes.
Software Engineer
LIS Nepal Pvt
- Designed and developed efficient extract transform load (ETL) scripts and BI dashboards and reports.
- Designed and developed analytical decision-supporting dashboards for the upper management of an organization.
- Worked with lift and shift of large-scale data from legacy systems to a data warehouse.
Associate Software Developer
LIS Nepal Pvt
- Worked with large-scale data manipulation and interpretation for a multinational retailer.
- Researched methods to integrate data from different sources into a data warehouse and devised documents outlining proof of concepts.
- Trained interns and new resources on data warehousing principles and retail analytics.
Experience
Enterprise Data Warehouse
Leading Health and Wellbeing Retailer in the UK
Leading Jewelry Retailer (US)
Pop Culture-inspired Retailer (US)
Plus-size Clothing Retailer (US)
Home Decor Retailer (US)
Education
Master's Degree in Computer Science
Villanova University - Villanova, PA, USA
Bachelor's Degree in Computer Science and Information Management
Tribhuvan University - Kathmandu, Nepal
Skills
Libraries/APIs
Azure Blob Storage API, OpenCV, Natural Language Toolkit (NLTK), PyTorch, TensorFlow, Keras
Tools
Looker, Tableau, Oracle Business Intelligence Enterprise Edition 11g (OBIEE), Microsoft Power BI, Git, PyCharm, Azure Key Vault, Google Analytics
Languages
Snowflake, SQL, Python, Bash Script, T-SQL (Transact-SQL), Stored Procedure
Paradigms
Agile, Database Design, ETL, Business Intelligence (BI)
Platforms
Oracle Data Integrator (ODI), Oracle, Azure, Oracle Database, Amazon Web Services (AWS)
Storage
PostgreSQL, PL/SQL, Databases, RDBMS, Data Integration, Relational Databases, MySQL, Data Pipelines, Azure Blobs, Data Lakes, Redshift, Microsoft SQL Server
Other
Data Modeling, Data Visualization, Data Migration, Data Warehouse Design, Reports, Dashboards, Architecture, Data Warehousing, Analytics, Dashboard Design, Data Marts, Analytics Implementation, Data Analytics, Oracle BIP, Data Engineering, Data Architecture, Web Scraping, Azure Data Factory (ADF), Azure Virtual Machines, Data, Solution Architecture, Software Development, Web Development, Data Structures, Algorithms, Computer Architecture, Natural Language Processing (NLP), Computer Vision, Multiple Object Tracking (MOT), Language Models
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