Muneeb User
@muneebuser3
I build production-grade LLM systems, agentic pipelines, and resilient AI automation services.
PakistanWhat I'm looking for
At Symufolk, I architected an 8-agent course-production pipeline that turns a topic into instructor-approved syllabi, decks, assessments, labs, and demos with human sign-off, audit logs, and security boundaries. I also built an LLM-driven quantitative research pipeline whose top AI-generated factor scored 0.826 on the BigAlpha 2026 leaderboard.
I've delivered 8+ custom AI solutions through Fiverr, migrated 300 GB from Qlik Sense to Power BI, and built RAMPART, an AI-powered security scanner combining SAST, RAG, and LLM verification. I work across Python, FastAPI, SQL, React, vector databases, and structured LLM integrations to ship fault-tolerant systems end to end.
Experience
Work history, roles, and key accomplishments
Associate AI Engineer
Symufolk
Jul 2026 - Present (1 month)
Architected an 8-agent pipeline for course production with human approval gates and audit logs. Implemented per-agent security boundaries and cost-aware model routing.
Education
Degrees, certifications, and relevant coursework
Punjab University
Bachelor of Science, Data Science
Activities and societies: Winner, Coding Hackathon (Kennard College University); Winner, Coding Hackathon (Bahria University). 350+ LeetCode and 150+ Codeforces problems solved. Certifications: Machine & Deep Learning, Linear Algebra, Advanced SQL, Tools.
Pursuing a Bachelor of Science in Data Science at Punjab University, Lahore.
Availability
Location
PakistanAuthorized to work in
Website
ElitePickAi.comJob categories
Skills
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