Nishitha Muthuluru
Azure Data Engineer | ADF | Synapse | Databricks | SQL | Python | 4 Yrs Experience
- Role
- Azure Data Engineer at Tata Consultancy Services
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Nishitha Muthuluru
As an Azure Data Engineer, I design and implement cloud-native data platforms on Microsoft Azure, focusing on ADF, Databricks, Synapse, SQL, and ADLS Gen2. I work on ETL/ELT pipelines, data lakehouse architectures, performance tuning, and security frameworks to support regulatory reporting and analytics for a leading global banking client. Key Achievements & Responsibilities: • Automated large-scale data ingestion pipelines using ADF for structured & unstructured data sources (SQL, APIs, flat files), improving accuracy and scalability. • Developed Databricks (PySpark & SQL) transformation workflows, enabling reusability and reducing manual preparation time. • Delivered curated datasets in Synapse Analytics, improving reporting efficiency by 40% for business stakeholders. • Enhanced performance by 35% through SQL query tuning, indexing, and Synapse partitioning strategies. • Implemented Lakehouse architecture (Bronze–Silver–Gold) for regulatory and analytics data, supporting real-time & batch ingestion. • Built automated validation & error-handling frameworks, reducing manual monitoring by 30%. • Strengthened data security & compliance with RBAC, Key Vault, encryption, and data masking aligned with financial regulations. • Collaborated with business & operations teams to translate requirements into data solutions supporting regulatory compliance & risk analytics. Tech Stack: Azure Data Factory (ADF)| Azure Databricks (Delta Lake)| Azure Synapse Analytics | Azure SQL Database | ADLS Gen2 | ETL/ELT | Data Lakehouse | SQL Optimization | RBAC | Key Vault I am passionate about transforming raw data into actionable insights and thrive on building secure, compliant, and optimized cloud data platforms that empower businesses to make faster, smarter decisions.
Experience
Azure Data Engineer
Dec 2021 — Present · Bengaluru, IN
Azure Data Engineer with 4 years’ experience in Azure Data Factory, Synapse Analytics, Databricks, SQL, Python, and ADLS Gen2. Skilled in ETL workflows, data modeling, orchestration, real-time & batch ingestion, security, and compliance frameworks.• Automated ADF pipelines for large-scale ingestion into ADLS Gen2, improving accuracy & scalability.• Built transformation workflows using ADF Data Flows, Databricks (Python/PySpark), SQL, reducing manual work.• Delivered curated datasets into Azure Synapse Analytics, speeding up reporting by 40%.• Optimized SQL queries & Synapse partitions, boosting performance by 35%.• Implemented RBAC, encryption, and masking, ensuring security & compliance.• Automated monitoring & error handling, reducing manual support by 30%.
Education
MADANAPALLE INSTITUTE OF TECHNOLOGY & SCIENCE
Bachelor of Technology - BTech
2016 — 2020
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