Open to opportunities

EMAN FATIMA

@emanfatima10

Message

I build agentic AI systems and automation workflows that connect LLMs to real-world tools.

Pakistan

Message

What I'm looking for

I'm looking to build production AI agents, RAG systems, and automation workflows where I can connect LLMs to real-world tools and grow across AI/ML and full-stack development.

I've built agentic AI systems at Firnas.tech, including end-to-end RAG pipelines for document ingestion and semantic search, an Agentic AI Medical Bot with LangGraph, and LLM-powered web scraping tools. My work connects AI agents to external services through MCP, tool calling, APIs, and persistent conversational memory.

I also build n8n automations, voice agents, natural-language-to-SQL tools, deep learning models, and full-stack products using React and Django. From a 98%-accuracy violence detection model to multi-tool agents for Gmail, Google Calendar, GitHub, and Google Workspace, I take systems from model training and orchestration through deployment.

Experience

Work history, roles, and key accomplishments

Junior AI/ML Engineer

Firnas.tech

Designed and deployed end-to-end RAG pipelines for intelligent document ingestion and context-aware response generation. Built an Agentic AI Medical Bot with LangGraph and integrated MCP tools to extend AI agent capabilities.

LangGraph Hugging Face RAG MCP Web Scraping AI Agents