i Ritu Kumari - Full Stack Data Engineer
Ritu Kumari

Ritu Kumari

Full Stack Data Engineer

Full stack Data Engineer building intelligent Data Platform and Products

Experiences

Databases

Databases

SQL Server, Azure Synapse, DynamoDB, PostgreSQL, BigQuery, MongoDB, Cosmos DB and cloud-native database solutions. Expertise in data modeling, query optimization and database architecture across relational and NoSQL systems. Database Migration from On-Premise to Cloud. SQL to NoSQL.

Data Engineering & Platform

Data Engineering & Platform

Building scalable ETL/ELT pipelines with Apache Spark, Kafka, Airflow and dbt. Data warehousing, lakehouse architecture with Delta Lake, and cloud platforms on AWS, Azure and GCP. Infrastructure as Code with Terraform and Docker. Medallion Architecture, Data Vault. Re-Architecture from Data Lake to Lakehouse. Implemented New Lakehouse using Data Mesh.

Machine Learning & Generative AI

Machine Learning & Generative AI

End-to-end ML systems from feature engineering to production deployment. Deep learning with TensorFlow and PyTorch, NLP, MLOps, and Generative AI including LLMs, RAG pipelines, prompt engineering and AI-powered applications with LangChain.

Tech Stack

Technologies and tools I work with daily

SQL Server Azure Synapse DynamoDB PostgreSQL BigQuery Couchbase Apache Spark Apache Kafka Airflow Python Snowflake dbt AWS Azure GCP Docker Kubernetes Terraform TensorFlow LangChain DevOps Data Engineer Data Platform PySpark Databricks