Tharun Sai Panchumarthi
Denton,TX
Summary
A highly skilled IT Engineer and Data Analyst with over 2 years of experience in cloud infrastructure management, automation, and data engineering, along with 1 year of experience in data analytics. Experienced in AWS Certified SysOps Administrator Associate and AWS Data Engineer Associate, with a solid understanding of ITIL practices for incident, change, and problem management.
Overview
4
4
years of professional experience
Work History
Data Analyst
Intermountain Health
Remote, USA
05.2024 - 02.2025
- Developed a predictive analytics model for patient readmission, aiming to ease rates by 20%
- Gathered comprehensive data from EHR, integrating demographic and clinical information to identify at-risk patients
- Applied Python for data manipulation and modeling, using Pandas for preprocessing, NumPy for numerical analysis, and scikit-learn for machine learning algorithms like logistic regression and random forest, achieving an accuracy of 85% in predictions
- Utilized R for advanced statistical analysis and visualization, enhancing model interpretation and insights
- Employed SQL techniques to query large relational databases, using window functions and CTEs while optimizing data extraction with indexing, for handling of 500,000+ patient records
- Used SAS for data management and analysis, complementing SQL techniques for efficient dataset handling
- Designed a robust ETL pipeline using AWS Glue for data extraction and transformation, loading processed data into AWS Redshift for analytics and automated workflows with Apache Airflow, ensuring timely data updates and facilitating a CI/CD approach to model deployment
- Ensured HIPAA compliance by implementing data anonymization techniques and encryption during data handling
- Conducted regular audits and assessments to guarantee that all processes maintained patient confidentiality
- Created interactive dashboards in Power BI to visualize key metrics Like readmission rates and predictive insights, while continuously monitoring model performance through A/B testing, improving decision-making and clinical outcomes by 15% through data-driven strategies
IT Engineer II
DXC Technology
Bangalore, India
08.2021 - 07.2023
- Worked extensively with AWS services such as EC2, S3, IAM, Load Balancers, VPC, Lambda, and CloudWatch to design and maintain cloud infrastructure
- Managed cloud operations including troubleshooting network connectivity, performance monitoring, and resolving server issues using tools like Traceroute and Curl
- Developed and maintained automation scripts using Python and Shell scripting for cloud infrastructure management
- Implement Content Delivery Networks (CDNs) using AWS CloudFront for optimizing media delivery
- Support messaging workflows using AWS SES and SNS
- Hands-on experience with video streaming protocols such as HLS, Smooth Streaming, and MP4, and AWS Elemental Media Services for live streaming and video compression optimization
- Implemented disaster recovery strategies using AWS Backup, Storage Gateway, and Snowball, ensuring high availability and data integrity
- Worked with containerization tools like Docker and Kubernetes, and configured CI/CD pipelines using Terraform and Ansible
- Experience with JSON and Groovy for managing configurations in Terraform and Jenkins
- Kafka topic creation and adding ACLS and Creating Cloud Watch Events
- Design, implement and maintain all AWS infrastructure and services within a managed service environment
- Design, Deploy, and maintain Enterprise class security, Network, and Systems management applications within an AWS environment
- Daily Operations provide smooth delivery to the customers
- Make sure always SLA is met 100%
- Coordination on customer escalation, process improvements and to make sure that server is up and running 24/7
- Creating New Instances in Amazon Web Services Management Console and Cloning the Existing Instance
- Troubleshooting the ongoing AWS issues problems within the SLA
- Deploying/Hosting Applications on the servers
- Experience in Production Change calls/ Bridge calls and performing the activities as per client requirement
- Good experience in Certificate creation and renewal through ACM
- Created and managed cloud infrastructure within secure VPCs, ensuring compliance with security policies and handling audit activities
- Monitored cloud resource usage using CloudWatch, optimizing cloud performance and managing cost optimization strategies through resource tagging
- Collaborated with the network team for secure cloud connectivity, capacity planning, and migration of on-premises applications to the cloud
Education
Master of Science - Advanced Data Analytics
University of North Texas
Bachelor's - Computer Science
Adikavi Nannaya University
Skills
- Cloud Environments: AWS, Google Cloud Platform (GCP)
- Configuration Management Tools: Terraform, Ansible
- Containerization & Orchestration: Kubernetes, Docker, Elastic Kubernetes Service (EKS)
- Operating Systems: Linux (Red Hat, Ubuntu), Windows
- Networking & Security: TCP/IP, BGP, DNS, TLS, HTTP/S, IAM
- Databases: MySQL, PostgreSQL, Amazon Aurora, DynamoDB, Redshift, BigQuery, MS SQL, MongoDB, SparkSQL, RDBMS, Azure Cosmos DB
- Scripting & Programming Languages: Python, Java, SQL, NoSQL, Bash, PowerShell, HTML, CSS
- Frameworks & Tools: NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, PyTorch, TensorFlow, OpenCV, Hadoop, Hive, PySpark
- Data Processing & Big Data: Apache Airflow, Snowflake, ETL, Data Modeling, Data Mining, Data Transformation
- Version Control & CI/CD: Git, GitHub, GitLab, Bitbucket, Jenkins, CI/CD Pipelines
- Monitoring & Logging: CloudWatch, ELK, Splunk
- Data Visualization & Analytics: Power BI, Tableau, Google Analytics, Google Sheets, MS Excel
- CRM & ITSM Tools: Salesforce, Zendesk, Confluence, JIRA, ServiceNow, Postman, SAP ERP
- Automation & Workflow: AWS Lambda, Azure Functions, Google Cloud Functions
- Methodologies & Best Practices: Agile, KPI Analysis, System Administration, System Analysis, Management, ITIL
Timeline
Data Analyst
Intermountain Health
05.2024 - 02.2025
IT Engineer II
DXC Technology
08.2021 - 07.2023
Master of Science - Advanced Data Analytics
University of North Texas
Bachelor's - Computer Science
Adikavi Nannaya University
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