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Sawaira Asghar

@sawairaasghar

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AI Engineer building agentic LLM systems with RAG, LangChain/LangGraph, and production-grade AWS backends.

Pakistan

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What I'm looking for

I’m looking to build reliable, enterprise-grade Agentic AI and RAG systems—working end-to-end from benchmarking and prompt tuning to AWS-backed deployment, monitoring, and measurable business impact.

I’m an AI Engineer specializing in Agentic AI, Large Language Models, and Retrieval-Augmented Generation (RAG). I’ve designed multi-agent systems with LangGraph, improved LLM quality through prompt engineering and fine-tuning, and deployed scalable AI backends using Python and FastAPI on AWS.

In production, I built autonomous workflows for 1,000+ daily requests, benchmarked LLM performance, and reduced hallucinations by 80% using retrieval- ranking strategies, fallback plans, and tool-based verification. I’m passionate about building reliable, enterprise-grade AI systems that deliver measurable business impact.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Mid-Chain Technologies

Jan 2025 - Present (1 year 5 months)

Designed and deployed multi-agent AI pipelines with LangChain/LangGraph for autonomous workflows handling 1,000+ daily requests and integrated tool orchestration via n8n. Improved real-time inference quality with prompt/context optimization and reduced hallucinations by 80% while deploying scalable LLM microservices on AWS with monitoring and logging.

Agentic AI LangGraph Lang Chain RAG Prompt Engineering fastAPI AWS N8n Docker

AI Intern

Mid-Chain Technologies

Oct 2024 - Dec 2024 (2 months)

Built multi-agent AI workflows using LangChain/LangGraph for task automation and complex reasoning, integrating n8n-driven scheduling and execution pipelines. Optimized LLM performance for reasoning/retrieval/summarization, deployed LLM services on AWS with monitoring, and supported client-facing RAG prototypes and classification/embedding/semantic search models.

LangGraph Lang Chain RAG Prompt Tuning AWS fastAPI Faiss Embeddings Classification

Education

Degrees, certifications, and relevant coursework

The Islamia University of Bahawalpur

Bachelor of Science, Computer Science

2021 - 2025

Grade: GPA: 3.75/4.0

Activities and societies: Awarded scholarships for academic excellence in all 5 semesters; ranked in the top 5% of class.

Earned a Bachelor of Science in Computer Science (2021–2025) with a GPA of 3.75/4.0. Awarded scholarships for academic excellence and ranked in the top 5% of the class.