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Syed Muhammad TaqiST
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Syed Muhammad Taqi

@syedtaqi

Software Engineer focused on NLP & LLMs—building RAG systems and full-stack applications.

Pakistan
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What I'm looking for

I’m looking for a role where I can build production-minded NLP/LLM features—especially RAG pipelines, fine-tuning, and full-stack applications—while collaborating with a team that values strong engineering, reliability, and measurable impact.

I’m a Software Engineer specializing in NLP and LLMs, and I enjoy turning language capabilities into real, usable products. I focus on fine-tuning, RAG (Retrieval-Augmented Generation), and the software architecture needed to deploy high-performance language models in real-world environments.

I’ve built multiple RAG-driven systems, including a RAG-based Quranic Q&A with secure authentication, semantic search, and an analytics dashboard. I also created a Medical RAG Assistant that delivers context-aware responses using specialized healthcare documentation.

I care about reliability and compliance in AI applications, so I built a Policy Compliance Checker using the Gemini API and FAISS vector search against CUAD datasets. I’ve also shipped end-to-end apps like a Streamlit-based food image classifier and developed NLP tools such as an article summarizer using T5 and Pegasus.

Alongside engineering, I bring teaching and communication strength from my role as a Teaching Assistant for Applied Human Computer Interaction. My approach blends clear modeling choices (transformers, sequence-to-sequence methods) with practical tooling (LangChain, Hugging Face, and PyTorch/TensorFlow) to deliver outcomes people can actually use.

Experience

Work history, roles, and key accomplishments

Syed hasn't added their experience

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Education

Degrees, certifications, and relevant coursework

FAST National University of Computer and Emerging Sciences logoFS

FAST National University of Computer and Emerging Sciences

Bachelor of Science in Software Engineering, Software Engineering

Activities and societies: Teaching Assistant, Applied Human Computer Interaction (Jan 2026).

Bachelor of Science in Software Engineering at FAST National University of Computer and Emerging Sciences in Islamabad, expected to graduate June 2026.

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