# saureeshr User

saureeshr User is a remote worker on Himalayas, AI Data Engineer at Elevate Now .tech.AI, based in United States.

Source: https://himalayas.app/@saureeshruser

```text
AI Data Engineer at Elevate Now .tech.AI building RAG pipelines and MCP servers that improve document retrieval and data query speed.
```

| Detail | Value |
| --- | --- |
| Availability | Open to opportunities |
| Location | United States |
| Authorized to work in | United States |
| Salary expectations | 2500k+ INR |
| Job categories | AI Data Engineer, AI Development Engineer, AI Support Engineer, Data Engineer |
| Skills | AI and Data Engineering, Local LLM Deployment, RAG Pipeline, Agent Architectures, MCP Servers, Vector Databases, Prompt Engineering, Python, Linux, Docker, Workflow Automation, REST APIs, ETL Automation, Storage Systems, HPC |

## About

```text
At Elevate Now .tech.AI, I engineer local LLM deployments and agent architectures, improving retrieval accuracy by 30%. I also develop RAG pipelines with vector databases for chat-based document retrieval.

I implemented workflow automation and MCP server features that expose data management capabilities to LLM-powered applications, accelerating data query response times by 40%.

Previously, I developed data engineering and AI solutions at CVS Health, Surgery Partners, Equinix, and Vega Digital. My work included Python ETL automation, Docker deployments, and RAG workflows for enterprise documents.
```

## Experience

### AI Data Engineer (current)

Elevate Now .tech.AI. Apr 2026 - Present

```text
Engineered local LLM deployment and agent architectures using prompt engineering techniques, improving retrieval accuracy by 30%. Developed RAG pipelines and implemented workflow automation and MCP server features, accelerating data query response times by 40%.
```

Skills: Local-LLM-Deployment, Agent-Architectures, Prompt-Engineering, RAG-Pipeline, Vector-Databases, Workflow-Automation, MCP-Servers, Python, Docker

### AI AWS Data Engineer

CVS Health. Jan 2025 - Mar 2026

```text
Crafted Python scripts for ETL automation and executed Linux environment debugging, reducing pipeline failures by 25%. Orchestrated Docker container installation and resolved troubleshooting issues involving AI features and REST APIs, improving incident resolution time by 30%.
```

Skills: Python, ETL, Linux, Docker, REST-APIs, Agent-Architectures, Prompt-Engineering, Workflow-Automation, Configuration-Management

### Azure Data Engineer

[Surgery Partners](https://himalayas.app/companies/surgery-partners-brand). Dec 2022 - Dec 2024

```text
Developed local LLM deployment pipelines integrated with RAG workflows to process over 2 million enterprise documents. Maintained MCP servers within Linux environments and implemented Dockerized vector database solutions, enhancing data retrieval efficiency by approximately 30%.
```

Skills: Local-LLM-Deployment, RAG-Pipeline, MCP-Servers, Linux, Docker, Vector-Databases, Workflow-Orchestration, Conversational-Queries

### Data Engineer

[Equinix](https://himalayas.app/companies/equinix). May 2020 - Nov 2021

```text
Optimized storage systems by analyzing cluster resource utilization and command line logs, reducing batch processing times by 45%. Automated workflow installation and orchestration using Apache Oozie and AWS CloudFormation, and supported Python development and REST API integrations.
```

Skills: Storage-Systems, Apache-Oozie, CloudFormation, Python, REST-APIs, Data-Pipelines, Workflow-Automation

### Software Developer

Vega Digital. May 2019 - Apr 2020

```text
Developed backend modules using agent architectures and applied Linux environment debugging to resolve complex issues. Deployed Docker containers for backend services and tuned local LLM deployment workflows, increasing relevant data retrieval by 22%.
```

Skills: Agent-Architectures, Linux, Docker, Local-LLM-Deployment, Prompt-Engineering, RAG-Pipeline, Backend-Development

## Education

### University of Central Missouri

Master's, Computer Science. 2021 - 2022. Grade: 3.5

```text
Master's in Computer Science from the University of Central Missouri, completed in December 2022.
```

### AWS

AWS Certified Cloud Practitioner, Cloud Computing

```text
AWS Certified Cloud Practitioner certification.
```

### Databricks

Databricks Certified Data Engineer Associate, Data Engineering

```text
Databricks Certified Data Engineer Associate certification.
```

## Tech stack

- AWS CloudFormation
- Python
- Linux
- Docker
- Apache Oozie
- Ollama
- vLLM

To contact saureeshr, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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