Eman Fatima

Results-driven Software Engineer with a B.S. in Software Engineering (CGPA: 3.94/4.0) and hands-on experience across three industry internships in AI/ML engineering, full stack, and frontend development. Proven track record deploying RAG pipelines, agentic AI systems, NLP chatbots, and production React.js applications. Bridges cutting-edge generative AI with scalable software delivery.

Junior AI/ML Engineer - Firnas.tech

(2024-01 - 2025-01)

• Designed and deployed end-to-end RAG pipelines enabling intelligent document ingestion, semantic vector search, and context-aware response generation using LangChain and Hugging Face.
• Built an Agentic AI Medical Bot with LangGraph featuring multi-step reasoning, dynamic tool calling, and persistent conversational memory.
• Engineered an AI-powered web scraping system combining LLM-based reasoning with automated structured data extraction.
• Integrated MCP (Model Context Protocol) tools to extend AI agent capabilities with external services and third-party APIs.

Machine Learning Intern - Devnox

(2024-01 - 2024-12)

• Developed a medical chatbot for symptom-based healthcare queries using NLP pipelines and intent classification models.
• Built a customer support chatbot with context-aware dialogue management and automated response handling.
• Designed conversational AI pipelines from scratch, covering model evaluation and integration with product workflows.

React.js Developer Intern - Solushfy

(2023-01 - 2024-12)

• Developed the complete frontend of a restaurant web application — layout, menu display, and fully responsive design.
• Built the client-facing dashboard for SmartTeach (EdTech) with data visualizations, navigation, and interactive UI components.
• Integrated REST APIs across both projects and delivered production-ready components with cross-device compatibility.

Bachelor of Science - Software Engineering - Hazara University, Mansehra (2022-01 - 2026-01)