Sri Satyanarayana Reddy Karri
Jersey City,NJ
Summary
Data Engineer with experience producing intelligence to enhance business planning and operations. Well-versed in business needs and practices, and regulatory requirements. Highly successful at leveraging data trends and patterns. A highly motivated employee with a desire to take on new challenges. Strong work ethic, adaptability, and exceptional interpersonal skills. Adept at working effectively unsupervised and quickly mastering new skills.
Overview
1
1
year of professional experience
1
1
Certification
Work History
Data Engineer
Adroit Innovative Solutions
01.2023 - Current
- Leveraged AWS services such as EC2, S3, RDS, EMR, Lambda, Aurora, DynamoDB, RedShift, and Step Functions for scalable and reliable data infrastructure
- Orchestrated and optimized big data processing workflows using Spark, and PySpark, on AWS EMR
- Utilized Pandas and NumPy for data manipulation and analysis in Python scripts within data processing workflows
- Led the implementation of AWS Lake Formation to establish a centralized data lake architecture, facilitating seamless data ingestion, and storage
- Designed and deployed AWS Lake Formation workflows, leveraging Glue ETL for data transformation and integration, improving data quality and consistency across the organization's data lake
- Orchestrated data pipelines and workflows using AWS Glue, Lambda functions, and Step Functions integrated with AWS Lake Formation, automating data processing tasks and reducing manual intervention
- Implemented and managed containerized applications using ECS and EKS on AWS
- Integrated Amazon Redshift with AWS Glue, AWS Data Pipeline, or custom ETL processes to load data from various sources such as Amazon S3, Amazon RDS, and third-party databases
- Implemented data transformations and preprocessing steps in ETL pipelines to prepare data for efficient loading and querying in Redshift
- Worked with distributed query engines like Impala for interactive and efficient SQL queries on large datasets.
Education
Master's in data science -
SAINT PETER'S UNIVERSITY
Jersey City, NJBachelors in Engineering (E.C.E) -
SRM Institute of Science and Technology
Tamil Nadu, INSkills
- Python
- SQL
- Excel
- Machine Learning
- Big Data Analytics
- S3
- EC2
- AWS Lambda
- IAM
- My SQL
- Data Cleaning
- Data Analytics
- Predictive Analytics
- Tableau
- Database Management
- AWS Services
- AWS Glue
- Kinesis
- Redshift
Projects
HEALTH DATA BREACHES, EHR systems have replaced paper-based systems in the healthcare business. Due to this, the system has become a major draw for healthcare data theft. So, I created a dashboard in Tableau showing the number of breach reports submitted over the years, individuals affected by health data breaches in selected states, the common types of health data breaches, and how many people are affected. TITANIC – MACHINE LEARNING FROM DISASTER, I did a machine learning project on a Titanic shipwreck dataset predicting the passengers who survived the shipwreck using the Logistic regression technique. HEART FAILURE PREDICTION, We did a predictive analytics project as part of a course using a Random Forest classifier technique to predict whether the patient has heart disease or not. We used the feature scores method to increase the accuracy and compared it to other techniques.
Certification
AWS Certified Solutions Architect-Associate
Timeline
Data Engineer
Adroit Innovative Solutions
01.2023 - Current
Master's in data science -
SAINT PETER'S UNIVERSITY
Bachelors in Engineering (E.C.E) -
SRM Institute of Science and Technology
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