Vaibhav Sarkate
Senior Business Analyst / Data Engineer
Hyderabad,TG
Summary
Data Engineer with 4+ years of experience designing, building, and maintaining scalable, production-grade data pipelines across enterprise environments. Strong hands-on expertise in Apache Spark (PySpark), SQL, Python, ETL automation, and cloud-ready architectures, with growing specialization in Databricks-style lakehouse patterns. Proven experience working with high-volume financial and ERP datasets, integrating relational systems via JDBC, implementing data quality and reconciliation frameworks, and optimizing performance for large-scale transformations.
Overview
4
4
years of professional experience
5
5
Certifications
Work History
Senior Business Analyst / Data Engineer
Ryan India
11.2021 - Current
- Designed, developed, and maintained 150+ automated ETL pipelines for financial and operational reporting
- Built SQL-based data ingestion and transformation workflows supporting large-scale SAP financial datasets (BSEG, BKPF)
- Implemented data reconciliation and quality checks, improving reporting accuracy by 35%
- Reduced manual data preparation effort by 60% through automation using SQL, Python, SSIS, and Alteryx
- Optimized SQL queries, stored procedures, and views for performance and scalability
- Delivered analytics-ready datasets enabling self-service BI and faster month-end close cycles
- Collaborated with finance, risk, operations, and IT teams to translate business requirements into robust data solutions
- Maintained detailed documentation of ETL logic, data mappings, and validation processes
- Resolved complex data quality issues including malformed files, right-ragged data, and delimiter inconsistencies
- Client Highlight – JPMorgan Chase & Co.
- Built and optimized an SSIS-based Real-Time Load (RTL) pipeline to ingest and process high-volume SAP financial data into SQL Server for downstream analytics
Education
Post Graduate Diploma - Big Data Analytics (PG-DBDA)
CDAC Pune-Karad | SunBeam Institute of Information Technology
01-2021
Bachelor of Engineering - Electronics & Communication Engineering
Rashtrasant Tukadoji Maharaj Nagpur University
01-2019
Skills
Apache Spark (PySpark), Spark SQL
ETL Pipeline Design (Read → Transform → Write)
Performance optimization on distributed Data
Parquet, Structured Data Processing
SQL Server MySQL (JDBC integration)
Data Modelling, Data warehousing & Schema Design
Azure Databricks
Certification
Databricks Data Engineer Associate
ADDITIONAL HIGHLIGHTS
- Strong foundation in enterprise data engineering workflows
- Hands-on Spark development outside work through GitHub portfolio
- Experience bridging legacy SQL systems with modern big data platforms
Timeline
Databricks Data Engineer Associate
01-2026
Microsoft Azure Fundamentals (AZ-900)
11-2025
Alteryx Designer Certification
11-2024
Senior Business Analyst / Data Engineer
Ryan India
11.2021 - Current
Post Graduate Diploma - Big Data Analytics (PG-DBDA)
CDAC Pune-Karad | SunBeam Institute of Information Technology
Bachelor of Engineering - Electronics & Communication Engineering
Rashtrasant Tukadoji Maharaj Nagpur University