prasuna

prasuna

Experienced Data Engineer
United States of America

نبذة عني

Experienced Data Engineer with 5+ years in advanced data solutions and ETL optimization. Led implementation, increasing productivity by 30% and cutting costs by 20%. Proficient in AWS, Azure and GCP, driving data-driven …

الخبرة

Graduate assistant - Data Engineer

University of south florida
Nov 2022 - حتى الآن · 3 سنوات 7 أشهر

• Architected and deployed an efficient ETL system integrating Canvas course data using GCP, Snowflake, and SODA API.Managed 4 courses, resulting in a 40% boost in data accuracy and a 30% decrease in processing duration.
• Implemented automation to detect and filter inactive students, resulting in a 20% increase in student engagement and targeted email notifications to instructors.
• Harnessed Canvas LMS API to extract detailed student data and analytics, facilitating intervention strategies and personalized support initiatives. This resulted in a 25% increase in student retention and a 30% improvement in course completion rates.

Graduate Assistant | Data Engineer

University of South Florida, Tampa
Nov 2022 - May 2024 · 1 سنة 6 أشهر

Architected and deployed an efficient ETL system integrating Canvas course data using GCP, Snowflake, and SODA API.
Managed 4 courses, resulting in a 40% boost in data accuracy and a 30% decrease in processing duration.
Implemented automation to detect and filter inactive students, resulting in a 20% increase in student engagement and targeted email notifications to instructors.
Harnessed Canvas LMS API to extract detailed student data and analytics, facilitating intervention strategies and personalized support initiatives.
This resulted in a 25% increase in student retention and a 30% improvement in course completion rates.

Data Engineer

Freelance
Jul 2022 - Oct 2022 · 3 أشهر

Designed an ETL pipeline for a multi-location restaurant group using Azure Data Factory, automating data extraction and loading from SFTP to Azure Synapse, ensuring 100% data availability within a 7-day window.
Implemented error-handling mechanisms with automated retries and alerts, ensuring data integrity.
Developed a real-time monitoring dashboard, tracking ETL process status and failures, enhancing operational efficiency.
Devised Google Cloud Functions to process daily CSV/json uploads, appending data to BigQuery, achieving 99% pipeline reliability with real-time failure monitoring.

Associate Data Engineer

Tata Consultancy Services, Chennai, TN
Jun 2019 - Sep 2019 · 3 أشهر

Designed and maintained scalable data pipelines using AWS services (including S3, EC2, IAM, Athena, Glue, Lambda functions, SNS, and Redshift) and Databricks, optimizing data flow and storage to reduce processing time by 30%.
Engineered and optimized ETL processes using PySpark on Databricks and Kafka for real-time analytics and led successful migration of legacy systems to AWS, resulting in a 20% cost savings and enhanced data availability for data-driven decision-making.

المهارات

بايثون (لغة برمجة) قاعدة بيانات SQL خدمات ويب أمازون منصة جوجل السحابية (GCP) pandas NumPy ASP.Net ADO.Net C# PySpark Bash Shell Scripting Selenium BeautifulSoup Scrapy TensorFlow Keras PyTorch Scikit-Learn LangChain RAG Tableau Power BI MS SQL Server PostgreSQL MS Office Databricks Git Bitbucket DBT SQL Snowflake Azure Data Factory AWS Redshift AWS S3 AWS Lambda Google Cloud Storage BigQuery Firestore Dataflow Pub/Sub Kafka Artifact Registry Airflow IAM Cloud Functions Jira Confluence MySQL MongoDB Cassandra Hadoop Spark Hive
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