Sindhu Tippireddy

Data Engineer

Bengaluru, Karnataka, India4 yrs 1 mo experience

Most Likely To Switch

Key Highlights

Led implementations for 6+ Fortune 500 clients.
Achieved 75% query performance improvement.
Designed multi-tenant architecture for data isolation.

Stackforce AI infers this person is a Data Engineering expert in SaaS for supply chain analytics.

Contact

Skills

Core Skills

Data EngineeringEltData ArchitecturePerformance OptimizationSolutions EngineeringData AnalysisSoftware EngineeringWeb Development

Other Skills

Python (Programming Language)SQLDatabricks Unity CatalogAccess ControlsDatabricksPySparkSpark SQLZ-orderingPartitioningDenormalizationJavaScriptExpress.jsInternet Protocol Suite (TCP/IP)unity catalogOptimizing Performance

About

Data Engineer with 4 years of experience building enterprise data platforms for Fortune 500 supply chain clients. Led end-to-end implementations for 6+ global CPG and industrial companies, serving major brands in consumer goods, food & beverage, and manufacturing sectors. - Built multi-tenant data architecture using Databricks Unity Catalog serving 5+ Fortune 500 clients with complete data isolation across separate cloud environments - Achieved 75% query performance improvement (2 minutes → 30 seconds) through Z-ordering, partitioning, and denormalization strategies - Designed and deployed end-to-end ELT pipelines processing terabytes of supply chain data (POS, shipment, product master) for demand forecasting analytics across multiple enterprise clients - Developed forecast accuracy metrics (wMAPE, bias, MAPE) using complex SQL and statistical aggregations across time/product hierarchies for CPG industry

Experience

4 yrs 1 mo

Total Experience

2 yrs

Average Tenure

2 yrs 8 mos

Current Experience

Daybreak

2 roles

Senior Data Engineer

Promoted

Mar 2026 – Present · 3 mos · Remote

Python (Programming Language)SQLData EngineeringELT

Data Engineer

Oct 2023 – Present · 2 yrs 8 mos · Remote

Building enterprise data platforms for Fortune 500 supply chain clients. Led end-to-end implementations for 6+ global companies in consumer goods, food & beverage, and industrial sectors.
Led 6+ Fortune 500 client implementations from POC to production—requirements gathering, architecture design, ELT pipeline development, and deployment of demand forecasting analytics systems serving TB-scale supply chain data
Achieved 75% query performance improvement (2 min → 30 sec) through Z-ordering on high-cardinality columns, strategic denormalization, optimized partitioning, and Delta Lake optimization (VACUUM, ANALYZE TABLE, file compaction)
Designed multi-tenant data architecture using Databricks Unity Catalog with client-isolated catalogs, implementing granular access controls (GRANT/REVOKE) and lineage tracking serving 5+ Fortune 500 clients simultaneously
Built end-to-end ELT pipelines using Databricks (PySpark, Spark SQL, Workflows) processing terabytes of supply chain data—developed forecast accuracy metrics (wMAPE, bias, MAPE) using complex SQL window functions across time/product hierarchies for global CPG companies
Integrated Databricks platform with Luzmo embedded analytics, optimizing data delivery patterns and implementing account-level data isolation; collaborated with vendor to influence their Q1 product roadmap for Databricks connector improvements
Implemented data quality frameworks with pre/post hooks and automated validation; optimized SQL queries by analyzing Spark execution plans, eliminating shuffles, implementing broadcast joins; authored comprehensive technical documentation

JavaScriptSQLSolutions EngineeringData Analysis

Whatfix

Solutions Engineer

May 2022 – Oct 2023 · 1 yr 5 mos · Bengaluru, Karnataka, India

Solutions Engineer with experience in all phases of the product development lifecycle. Specializes in analyzing data, problem-solving, and presentation of data through visualization. Engages customers to determine their needs, effectively communicates technical details to clients, and interfaces with developers, stakeholders, and high-level decision-makers.

Express.jsInternet Protocol Suite (TCP/IP)Software EngineeringWeb Development

Venturepact

Associate Software Engineer

Jun 2021 – May 2022 · 11 mos · Punjab, India

Exposure to a wide range of technologies, such as web development frameworks(HTML, CSS, Javascript, Bootstrap, Angular, React, Express, Nodejs), and databases(SQL, MySQL, MongoDB).
Ability to understand and work with different programming paradigms, such as functional programming, object-oriented programming, and event-driven programming
Strong understanding of responsive web design, cross-browser compatibility, and accessibility standards.