Experienced in building scalable data pipelines and designing enterprise data warehouses. Expertise in SQL, Python, and distributed computing using Spark. Strong background in data modeling, denormalization. Proven ability to collaborate with cross-functional teams to deliver high-performance solutions for reporting, strategy, and targeting. Skilled in optimizing infrastructure, automating workflows, and utilizing cloud technologies such as AWS and Airflow. Experienced in guiding teams on data platform design.
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Data EngineerMetaCalifornia, United States -
ResearcherNorth Carolina State University Sep 2024 - PresentRaleigh, North Carolina, United States -
Teaching AssistantNorth Carolina State University Jan 2024 - May 2024Raleigh, North Carolina, United States► Worked as lead TA for the CSC 110 Computer Science and Principles course with Dr. Stallmann. ► Held lab sessions, graded assignments and projects and conducted office hours.► Took 3 complete lectures -
Teaching AssistantNorth Carolina State University Aug 2023 - Dec 2023Raleigh, North Carolina, United States► Worked as TA for the CSC 110 Computer Science and Principles course with Dr. Price. ► Held lab sessions, graded assignments and projects and conducted office hours. -
Business Technology Associate ConsultantZs Jun 2022 - Jul 2022PuneCustom Data Management Platform -► Led a team of 3 Associates to develop a cloud based AWS solution, enabling clients to customize and manage their data on a unified platform. Conducted 50 code reviews, overseeing the backend and integration development.► Implemented efficient automated data refresh processes using Glue PySpark ETL jobs, reducing daily processing time by 30%. Utilized DataBrew for comprehensive data quality checks and built scripts for data pipelines with a CI/CD approach, orchestrated with Amazon MWAA.► Developed REST APIs on the AWS serverless stack, leveraging Amazon API Gateway, Lambda, S3, and DynamoDB for secure integrations with authentication. Implemented S3 upload/download features with presigned URLs, and achieved 90% automation in infrastructure provisioning using YAML scripts and CloudFormation for IAM roles. -
Business Technology AnalystZs Jul 2020 - Jun 2022Pune, Maharashtra, IndiaAWS Migration and Orchestration -► Migrated on-premise to a cloud based AWS solution, revamping data models for enhanced scalability to handle large and complex datasets. Optimized Aurora PL SQL code, significantly reducing daily system refresh time by 45%.►Transitioned workflow management from Airflow to AWS Managed Workflows for Apache Airflow (MWAA), upgrading from version 2 to 3. Developed and managed multiple scripts to streamline data processing from various sources.►Led the production go-live, ensuring seamless system deployment by working closely with operations and client stakeholders. Coordinated efforts to ensure smooth integration and functionality of the migrated systems.Sales force Alignment Management Solution -► Designed a cloud-based sales force alignment management solution implementing ETL processes using Spark SQL, orchestrated with Azkaban. Built 10+ data pipelines for daily synchronization and integration across multiple sources (S3, SFTP, SFDC Bulk APIs).► Developed customized data analytics and Business Intelligence solutions to recommend target HCPs and HCOs for sales reps. Supported backend systems for data refresh and transformation, ensuring alignment with the data model of the Alignment Management platform.► Coordinated with key executive stakeholders to align business requirements and system functionalities. Implemented a roster system for seamless integration with SFDC.Target Management Solution - ► Led a team of two associates to build bulk upload features and improve the UI on sales force Target Manager solution. Migrated and optimized the integration system from Boomi to Amazon MWAA.Custom Call Planning Solution - ► Designed a custom Call Planning tool using JAC and Aurora PL/SQL for life sciences sales planning. -
Business Technology Analyst InternZs Jan 2020 - Jun 2020Pune Area, India► Created 60 PL/SQL stored procedures for a target HCP recommendation engine, processing 5M+ healthcare life sciences data.► Developed scripts for calculation of KPI metrics, and implemented warnings/alerts for team restructuring decision-making. -
Summer InternOil And Natural Gas Corporation Ltd May 2018 - Jun 2018Hazira, Gujarat
Sumit Singh Education Details
Frequently Asked Questions about Sumit Singh
What company does Sumit Singh work for?
Sumit Singh works for Meta
What is Sumit Singh's role at the current company?
Sumit Singh's current role is Data Engineer.
What schools did Sumit Singh attend?
Sumit Singh attended North Carolina State University, Vellore Institute Of Technology.
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Sumit Singh
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Sumit Singh
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Sumit Singh
New York, Ny5kinvolved.com, msn.com, interplay.vc, powerschool.com, gmail.com3 +164682XXXXX
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Sumit Singh
Santa Barbara, Ca
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