MLSocial
AI-enabled real estate listing-to-social marketing software.
MLSocial official website: mlsocial.ai →Selected work
Projects
I’m the founder and product developer behind ContractIQ and MLSocial — two platforms built from operational problems I experienced firsthand.
I build practical systems around problems I've experienced firsthand — from enterprise contract operations to real-estate marketing workflow.
Contract operations
ContractIQ
Founded & product-developed by Libby Mays
Designed and built a B2B contract-operations platform to connect intake, document review, approvals, execution readiness, repository management and institutional contract memory.
The problemContract work scattered across email, documents, manual trackers and disconnected approvals.
My roleProduct concept, requirements, workflow architecture, permissions, testing, debugging and AI-assisted development.
What it demonstratesTurning enterprise operating pain into structured, scalable workflow logic.
Real estate technology
MLSocial
Founded & product-developed by Libby Mays
Designed and built an AI-powered real-estate marketing workflow that transforms listing data and property media into branded, ready-to-post social content.
The problemAgents already have listing data and photos, but turning them into consistent social content takes repetitive manual work.
My roleProduct concept, user flow, branding controls, listing workflow, content generation, publishing logic and demo experience.
What it demonstratesProduct thinking across an existing industry workflow, from source data to usable customer output.
