Ruchithaa Reddy K Email & Phone Number

Irving, Texas, United States

• Developed and deployed a generative AI model using deep learning techniques to generate synthetic medical images for data augmentation, resulting in a 30% improvement in object detection accuracy.• Successfully integrated Clinical NLP capabilities using cTakes and UIMA into the existing health information system, enabling efficient analysis of medical records.• Utilized NLP techniques to automatically code medical concepts and populate structured databases, streamlining data entry and reducing manual errors.Conducted extensive evaluation and validation of the NLP models, ensuring high accuracy and reliability in extracting clinical information.• Implemented Installation and configuration of multi-node cluster on Cloud using Amazon WebServices (AWS) on EC2.• Automated Regular AWS tasks like snapshots creation using Python scripts.

Hyderabad, Telangana, India

• Analyzed the Data from different sourcing using Big Data Solution Hadoop by implementing Azure Data Factory, Azure Data Lake, Azure Data Lake Analytics and HD Insights.• Used Azure Cloud, Azure Data Factory, Azure Data Lake Storage, Azure Synapse Analytics, Azure Analytical services, Azure Cosmos NO SQL DB, Azure HDInsight and Big Data Technologies (Hadoop and Apache Spark) and Databricks.• Developed multi cloud strategies in better using GCP and Azure.• Migrated SQL database to Azure Data Lake, Azure Data Lake Analytics, Azure SQL Database, Data Bricks, Azure SQL Data warehouse, controlled and granted database access and Migration On-premises databases to Azure Data Lake store using Azure Data Factory.• Developed and deployed MapReduce jobs to process large datasets stored in HDFS, implementing complex data transformations and analysis tasks. Utilized Hadoop's distributed computing framework to parallelize processing and handle scalability requirements effectively.

Hyderabad, Telangana, India

• Coordinated with business analysts to analyze the business requirements and designed and reviewed the implementation plan.• Developed data ingestion pipelines using Python scripts to extract, transform, and load data from various sources into PostgreSQL and MS SQL Server databases. Ensured data integrity and availability for analytical purposes, facilitating efficient data analysis and decision-making processes.• Implemented infrastructure as code using Terraforms to provision and manage cloud resources for data processing and storage. Automated the deployment and configuration of PostgreSQL databases and MS SQL Server instances on cloud platforms, streamlining the setup and maintenance process.• Responsible for designing and development, testing of processes necessary to extract data from operational databases, Transform and Load it into data warehouse using informatica Power center.• Followed ETL standards -Audit activity, Job control tables and session validations. Created Complex Mappings to load data using transformations like Source Qualifier, Expression, Aggregator, Dynamic Lookup.

Masters, Data Science, 3.9 Cgpa

Bachelor'S Degree, Electronics And Communications Engineering, 9.04