Muhammad N.

TOP 3% UPWORK TALENT in providing PropTech and Real Estate Software & AI Services, With 8 years of experience in software development, I architect and build real estate systems that help brokerages, MLS organizations, and PropTech startups launch production-grade platforms and automate operations at scale, whether they're related to commercial, land, or residential. I specialize in building AI agents and agentic workflows that go beyond simple automation, systems that research, analyze, underwrite, and make recommendations, so real estate teams can move faster and make better-informed decisions with less manual work. SYSTEMS I BUILD MLS WEBSITES & PORTALS Centralized MLS infrastructure for brokerages and regional MLSs Multi-source property aggregation (Bright, Stellar, CRMLS, FMLS, Northstar) Advanced search, filtering, lead capture, CRM integration White-labeled portals that convert browsers into leads PROPERTY PORTALS & MARKETPLACES Consumer-facing platforms (Zillow-style property search) Investment analysis platforms (for operators, flippers, wholesalers) Comparison and decision tools for buyers/sellers/investors Real-time data syndication across multiple channels ACQUISITION INTELLIGENCE SYSTEMS Automated deal scoring and analysis engines Underwriting & investment modeling (ARV, rehab costs, cash flow) Behavioral tracking to learn user preferences Integration with lender networks and capital sources COMPANY AUTOMATION & INTEGRATION Workflows connecting CRM, accounting, transaction management, operations Lead enrichment and routing automation (n8n, Zapier, Make) Operational dashboards (pipeline, performance, KPIs) API integrations with brokers, lenders, title companies RECENT WORK Zuri (Real Estate Analysis Engine) , Designed backend architecture for personalized property analysis platform. System handles 100M+ property records, calculates analysis in real-time, routes to lender networks. Django + PostgreSQL + behavioral tracking. WHAT I SPECIALIZE IN ✅ Full-stack real estate SaaS (MVP → production, 5k-500k users) ✅ MLS/IDX data architecture & integration (national scale) ✅ Property portal & marketplace backend systems ✅ Real-time data aggregation & syndication pipelines ✅ Search optimization (Elasticsearch for millions of listings) ✅ Underwriting & investment analysis engines ✅ Lead capture & CRM automation workflows ✅ High-performance databases (PostgreSQL, Redis caching) ✅ API design for third-party integrations ✅ Technical leadership & system architecture WHO I WORK WITH → Regional & national MLS organizations launching digital platforms → Brokerages building their own property portals (instead of 3rd party) → PropTech startups that raised capital and need technical depth → Real estate teams automating workflows → Organizations with agents/operators needing infrastructure MY APPROACH 1. Understand your core problem (closed MLS portal? Outdated search? Manual data workflows?) 2. Design scalable system architecture specific to your use case 3. Lead implementation with best practices & production-grade quality 4. Handoff with documentation so your team maintains it long-term BACKGROUND 7+ years full-stack engineering + real estate tech specialization Worked with 20+ Proptech & Real Estate Companies Built systems handling 100M+ property records