I build production AI systems that actually work, not just demos. I have 9 years of full-stack experience across Goldman Sachs, BBC, and multiple startups, and I know how to ship—not just prototype. I thrive on turning ideas into robust, scalable systems that teams can rely on in production. Most recently I led a multi-agent RAG platform using LangGraph, Pinecone, and GPT-4 to serve Islamic scholarship across 28,000+ texts, deployed on AWS. I design scalable backends with Python, Django, FastAPI, and Redis, and I build AI-enabled workflows that help clients run compliant, data-driven operations. I also built an AI accounting agent that can answer account-specific financial queries and accelerate onboarding and reporting.

Muhammad Shoaib Ahmed

I build production AI systems that actually work, not just demos. I have 9 years of full-stack experience across Goldman Sachs, BBC, and multiple startups, and I know how to ship—not just prototype. I thrive on turning ideas into robust, scalable systems that teams can rely on in production. Most recently I led a multi-agent RAG platform using LangGraph, Pinecone, and GPT-4 to serve Islamic scholarship across 28,000+ texts, deployed on AWS. I design scalable backends with Python, Django, FastAPI, and Redis, and I build AI-enabled workflows that help clients run compliant, data-driven operations. I also built an AI accounting agent that can answer account-specific financial queries and accelerate onboarding and reporting.

Available to hire

I build production AI systems that actually work, not just demos. I have 9 years of full-stack experience across Goldman Sachs, BBC, and multiple startups, and I know how to ship—not just prototype. I thrive on turning ideas into robust, scalable systems that teams can rely on in production.

Most recently I led a multi-agent RAG platform using LangGraph, Pinecone, and GPT-4 to serve Islamic scholarship across 28,000+ texts, deployed on AWS. I design scalable backends with Python, Django, FastAPI, and Redis, and I build AI-enabled workflows that help clients run compliant, data-driven operations. I also built an AI accounting agent that can answer account-specific financial queries and accelerate onboarding and reporting.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

English
Fluent
Arabic
Advanced

Work Experience

Team Lead at Hyperion Labs
June 2, 2022 - March 2, 2024
Led production-grade backend and AI platform development; built a multi-agent RAG platform (LangGraph, LangChain, Pinecone) with a scalable Python/Django/FastAPI stack, designed memory and retrieval layers, and orchestrated end-to-end data flows for high-velocity crypto and financial data.
Frontend Engineer at Civix AI
July 2, 2020 - July 2, 2022
Developed Civix AI annotation tool and data-management portal; contributed to PakSign app; built frontend components and microservices, Dockerized deployments, and AWS EC2-based hosting.
Frontend Developer at PakSign
June 2, 2017 - June 2, 2020
Implemented the PakSign application using Docker, Nginx, and AWS EC2; led frontend features and contributed to the product’s legal-document signing workflow.

Education

Bachelor's degree at University of Bradford
January 1, 2014 - January 1, 2018

Qualifications

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Industry Experience

Media & Entertainment, Software & Internet, Financial Services, Education, Professional Services