Mohammed Shalaby

I build digital ESG reporting tools that connect sustainability standards with practical software engineering. My work spans GRI, SASB, TCFD, CDP, IFRS/ISSB, automated data pipelines, and AI-assisted disclosure validation.

At Alignerr, I validate AI-driven ESG data extraction and classification, working with product and engineering teams on schemas, framework compliance, and audit-ready reporting functionality. At Outlier.ai, I've evaluated reasoning, multimodal, and function-calling models, identifying failure modes across text, image, and audio tasks.

At Masader Environmental and Energy Services, I developed sustainability reports for Elsewedy Electric Group and Suez Steel, leading data collection, materiality assessments, and disclosure alignment. I also built submissions for Corporate Knights, MSCI, EcoVadis, Sustainalytics, and CDP.

I'm building Carbonytics, a full-stack carbon-accounting platform for Scope 1, 2, and 3 emissions, and shipped the Chalk Workout Planner as a solo developer. I work across React, TypeScript, Node.js, MongoDB, Docker, AI evaluation, and data analysis.