Full Stack Developer
RenovaWise
AI-powered property renovation estimation — from address to contractor-ready report in 30 seconds
Overview
RenovaWise is an AI platform that revolutionizes property renovation estimation for real estate investors and lenders. Using computer vision and machine learning, it analyzes property images and instantly generates accurate rehab cost estimates in under 30 seconds — with 92% accuracy validated across 50,000+ property images.
The Challenge
Real estate investors faced a critical bottleneck: accurately estimating renovation costs before making investment decisions. Traditional methods required expensive contractor inspections, took weeks to complete, and delivered inconsistent results. The industry needed a faster, reliable way to assess properties at scale without sacrificing accuracy.
How We Solved It
Smart Property Search
Users enter any property address and the platform automatically imports property data, pulling existing imagery and structural records to seed the analysis — no manual uploads required.
AI Vision Analysis
Advanced CNN models (YOLOv8 and Faster R-CNN) scan the property images to detect structural damage, surface deterioration, and condition severity across every room and exterior zone.
Intelligent Cost Estimation
ML algorithms translate detected damage into accurate repair costs, calibrated against local market rates and material pricing to ensure estimates reflect real-world contractor quotes.
Automated Scope of Work Generation
The platform produces a detailed, contractor-ready scope of work document — itemized by trade, room, and repair type — that investors can hand directly to contractors for bidding.
Results & Impact
92% Accuracy
Validated across 50,000+ property images — comparable to experienced contractor walk-throughs.
95% Time Reduction
Full property analysis completes in under 30 seconds vs. weeks for traditional contractor inspections.
Instant Investment Decisions
Investors can evaluate and compare multiple properties in the time it once took to schedule a single visit.
Cost Certainty
Accurate, market-calibrated estimates dramatically reduce the financial risk of renovation surprises.
Professional Output
Contractor-ready scope of work documents that can go straight to bid without additional preparation.
Technical Architecture
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