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Ruhail RizwanRR
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Ruhail Rizwan

@ruhailrizwan

AI Engineer at TallyMarks Consulting building a company-wide LLM agent platform for 100+ concurrent users.

Pakistan
Message

At TallyMarks Consulting (TMC), I architected a company-wide internal AI agent platform used across client projects. I built multi-turn agent loops with automatic complexity routing and deployed the platform for 100+ concurrent users.

My projects include a FastAPI RAG microservice with sub-100 ms FAISS vector search and an AI career agent that screens job postings and tailors CV content. I also built a voice-interactive math tutor whose custom NLP pipeline reached 90%+ intent accuracy.

Earlier, I rebuilt SQL data pipelines at Raqami Islamic Digital Bank, cutting dashboard refresh time by 30%, and created Python ETL pipelines at DWP Group that reduced manual reporting effort by 50%. I hold a BS in Computer Science from FAST National University (FAST-NUCES) and the SAP Certified – Back-End Developer – ABAP Cloud certification.

Experience

Work history, roles, and key accomplishments

RB

Data Engineer Intern

Raqami Islamic Digital Bank

Oct 2025 - Nov 2025 (1 month)

Rebuilt automated SQL data pipelines, cutting dashboard refresh time by 30%.

DG

Trainee Python Developer

DWP Group

Jun 2024 - Nov 2024 (5 months)

Reduced manual reporting effort by 50% with automated Python ETL pipelines.

Education

Degrees, certifications, and relevant coursework

SA

SAP

SAP Certified Back-End Developer – ABAP Cloud, ABAP Cloud

Earned the SAP Certified Back-End Developer – ABAP Cloud certification in August 2026.

FAST National University (FAST-NUCES) logoFF

FAST National University (FAST-NUCES)

Bachelor of Science, Computer Science

2021 - 2025

Pursued a Bachelor of Science in Computer Science, completing a final year project on an AI voice tutor for children.

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