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Abdullah Memon

@abdullahmemon1

AI Engineer at Memon Systems Ltd building measured LLM verification and private retrieval systems, with published results on what works and what fails.

Pakistan

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What I'm looking for

I'm available for full-time work on a contract through my UK company, Memon Systems Ltd, or through an employer of record.

At Memon Systems Ltd, I build production-focused LLM systems and measure them with a fixed method, publishing results even when a test fails. My sentence-level verifier cut answers containing a wrong sentence by 86% when the model answered from its own knowledge, and by 48% with source documents.

I also built a rewrite step for second-model checks with Claude and Gemini, keeping 71 of 80 correct sentences that the check had deleted. For legal retrieval, I built a rule-based source router and designed private information retrieval that kept client data on-device and leaked zero private tokens to the cloud.

At Odesign, I built and launched Brainy Page, an AI writing assistant, and moved Cricutny from a repeatedly breached WordPress install to Remix with zero downtime. I also built MX Verify end to end, load-testing its email verification pipeline at five million emails across five concurrent jobs on a single budget server.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Memon Systems Ltd

Jun 2026 - Present (4 months)

Built a verifier that checks each sentence of an LLM answer and rewrites only failing sentences, reducing wrong answers by 86% from model knowledge and 48% with source documents. Developed a rewrite step for second-model checks and a rule-based router for legal source citations.

LLM Python PyPI Claude Gemini Retrieval Private Information Retrieval Rule Based Routing

Software Engineer

Independent Contractor

Sep 2021 - Mar 2026 (4 years 6 months)

Built MedCareerClinic, an AI mock interview platform on Gemini, and Genaro, a multi-tenant studio management platform with Zoom classes and attendance tracking.

AI Gemini Schema Validation Multi tenant architecture Zoom API Integration

Full Stack Developer

Odesign

Nov 2022 - Oct 2025 (2 years 11 months)

Built and launched Brainy Page, an AI writing assistant, and migrated Cricutny from WordPress to Remix with zero downtime and no security incidents. Developed an email verification pipeline released as MX Verify.

Fullstack Development Remix WordPress OpenAI Email Verification Load Testing