
Ahmed Ousama User
@ahmedousamauser
I build production LLM, RAG, and agentic AI systems end-to-end.
What I'm looking for
I've led AI delivery for Skyscraper Insurance, shipping bnana.ai and Riskbean end-to-end. I cut page-render times from 3–11 seconds to under 100ms and built LLM classifiers, policy-document extraction, RAG chat, smart search, submission assistants, and a WhatsApp AI agent.
At PIANAT.ai, I build regulatory AI systems for banks and financial regulators, including on-premise LLMs for XBRL filings and compliance workflows. Across Tactful AI, ASGA Tech, Thotron, and Yashfi, I've delivered multilingual NLP, voice bots, AI assistants, analytics tools, and production ML systems.
Experience
Work history, roles, and key accomplishments
AI Team Lead
Skyscraper Insurance
Jun 2025 - Jun 2026 (1 year)
Led end-to-end delivery of two AI products, bnana.ai and Riskbean, acting as technical decision-maker for architecture, AI strategy and implementation. Cut page-render times from ~3–11s to under 100ms by owning deployment end-to-end, containerizing the stack and standing up a release pipeline.
Education
Degrees, certifications, and relevant coursework
Ain Shams University
Bachelor of Science, Applied Geophysics
2016 - 2020
Pursued a Bachelor of Science in Applied Geophysics, gaining a strong foundation in geophysical methods and data analysis.
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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