Stuti Mishra

Led multiple projects as a data science team member, contributing to robust Data Warehouses, Data Lakes and Data Marts, optimizing storage and enhancing data integrations across AWS and GCP.

Roles and Responsibilities:

• Led design of EDW for Fintech and MarTech clients, ensuring seamless integration and accessibility.
• Developed APIs using API gateways and server less applications with Lambda/Cloud Functions.
• Utilized AWS, GCP, Python, PySpark and SQL for efficient data pipelines and parallel processing.
• Worked on streaming data APIs/events, capturing data from Google/Meta ads or mobile apps using Pub Sub or Kafka.
• Executed large-scale data deployment and troubleshooting with Jenkins and CI/CD pipelines.
• Leading a initiative to implement MLOps for a machine learning scenario, covering aspects from data drift to performance metrics where model is developed using GCP's Vertex AI.
• Engaged in a POC to implement Data Lakehouse on Databricks to explore Lakehouse potential over traditional DW.

Data Migration Projects:

• Implemented large-scale on-premise to cloud data migration.
• Utilized Kafka consumers and event-driven pipelines with Glue jobs, Lambda, and Step Functions for entity-wise data transfer.
• Executed deployment, troubleshooting, and reconciliation reports for granular data quality checks, preventing customer/account data discrepancies.

• Designed and developed comprehensive MDM solution on Reltio for structured and semi-structured data from diverse (70+) sources.
• Utilized technologies such as Reltio, SPARK-SQL, HIVE, AWS EMR, S3, EC2, Unix Shell scripting, Azkaban, Python, and JSON.
• Led/mentored team of 5, managing project from inception to completion.
• Collaborated with clients to implement process addressing complex business use cases and capturing sales volume on Qlik sense dashboards/reports.

• Implemented MDM on Reltio, emphasizing on L3 Configuration, Match rules, Reference Data Management.
• Managed data profiling, solution design, system integration, effort estimation, RFPs, and daily team activities.
• Engaged in client-facing roles, collaborated with onsite/offshore teams, and developed Data Change Request Application.

• Completed projects across entire DW development lifecycle, including requirements, testing, analysis, implementation, and support.
• Proficient in Data Stage and Informatica development, utilizing various transformations (Expression, Aggregator, Joiner, Update Strategy, etc.) for data manipulation.
• Worked with Oracle, DB2, Unix Shell scripting, and AWK in technology stack.