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Maham FatimaMF
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Maham Fatima

@mahamfatima3

I build production bilingual LLM systems with vLLM, MCP, Python, and GPU cloud infrastructure.

Pakistan
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What I'm looking for

I'm looking to build and deploy production-grade LLM, NLP, and agent systems, applying my data engineering and BI background to reliable, practical AI products.

I've deployed a bilingual English/Urdu budget tracker on RunPod GPU cloud, serving Phi-3 Mini through vLLM for low-latency inference. I built its MCP agent to classify transactions, assign spending categories, and update a live Streamlit dashboard without manual input.

Previously, I built Azure ETL/ELT pipelines at 3 As Technologies and delivered BI dashboards, SQL reporting, ERP modules, and data integrations for consultancy and enterprise clients. I'm pursuing an MS in Data Science while building practical systems with NLP, transformers, FastAPI, Docker, and structured JSON output.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

Abasyn University logoAU

Abasyn University

Master of Science, Data Science

2025 -

Pursuing a Master of Science in Data Science, focusing on deep learning, transformers, and attention mechanisms.

National University of Sciences and Technology (NUST) logoNN

National University of Sciences and Technology (NUST)

Bachelor of Engineering, Electrical Engineering

2018 - 2022

Earned a Bachelor of Engineering in Electrical (Telecom) from NUST, with coursework in telecommunications and engineering fundamentals.

Tech stack

Software and tools used professionally

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