Looking for a job

Ramin Bagheri

@raminbagheri

Message

I build LLM agents and AWS-powered workflow automation for domain-specific reasoning and data pipelines.

Iran

Message

What I'm looking for

I'm looking to build reliable AI agents, machine learning pipelines, and workflow automation that solve practical domain-specific problems using AWS, APIs, and containerized deployment.

I'm building LLM-based autonomous agents and workflow automation at a stealth startup, handling domain-specific reasoning tasks and connecting third-party applications through n8n, webhooks, and REST APIs.

I use AWS for model deployment, embedding generation, and evaluation pipelines, and apply AI to bioinformatics through data extraction and analysis pipelines.

Previously, I built machine learning models for precision agriculture and yield prediction, deploying end-to-end pipelines with Python, AWS S3, and containerized services.

My earlier work maintaining more than 300 medical imaging systems gave me a practical, systems-focused approach to reliable AI, automation, hardware, software, networking, and imaging workflows.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer - Workflow Automation

Current

Stealth Startup

Jun 2025 - Present (1 year 3 months)

Built LLM-based autonomous agents to automate workflows and handle domain-specific reasoning tasks. Integrated AWS services for model deployment, embedding generation, and evaluation pipelines.

LLM LangGraph Lang Chain Crew AI RAG AWS N8n REST APIs Webhooks Python Docker

Backend & Machine Learning Engineer

Stealth Startup

Jun 2024 - Jun 2025 (1 year)

Built machine learning models for precision agriculture and yield prediction. Deployed end-to-end ML pipelines using Python, AWS S3, and containerized services.

Machine Learning Python S3 Docker ML Pipelines

Medical Imaging Engineer

Vatech Co

Jul 2015 - Aug 2023 (8 years 1 month)

Installed and maintained more than 300 X-ray systems, including radiography, OPG, CBCT, and CT systems. Performed quality control, trained doctors and technicians, and resolved hardware, software, networking, and imaging workflow issues.

Medical Imaging X Ray Systems Quality Control Training Troubleshooting