Custom Propensity Modeling Software

Project Description

I need a propensity-modelling software package that plugs directly into our CRM system, website analytics, and sales database, unifying those streams into a clean, continuously updated dataset. On top of that data layer, the build must train, evaluate, and deploy the best-performing predictive models—whether regression, decision-tree, neural-network, or any other technique that proves superior—then surface the results through a lightweight web interface and an API our teams can call in real time.

Key deliverables
• Automated ETL jobs and data-quality checks for the three sources mentioned above
• Modular training pipeline with experiment tracking, lift/ROC reporting, and feature-importance visuals
• Scoring service exposed via REST (or GraphQL) endpoints plus an intuitive dashboard for non-technical users
• Deployment scripts, environment setup notes, and a live hand-over session

Please outline your earliest start date, high-level timeline, and anything you need from me—sample data, schema docs, cloud preferences—to begin immediately. This project is a priority, so once we agree on scope I’d like development to kick off without delay. Show More

Attachments

Project BriefPDF

Skills

API DevelopmentData IntegrationData ScienceGoogle AnalyticsHadoopMachine Learning (ML)PHPQlikView

Freelancers Bidding (0)

  • This project has no proposals yet.
    Be the first to place a bid on this project!
Budget
$250,000 - $375,000
Bid Now Login to chat
Client Info
    • Demo USER
    • Project Summary
    • Status
      Open
    • Category
      Ai & ML
    • Project Type
      Fixed Price
    • Budget
      $250,000 - $375,000
    • Date Posted
      2 months ago
    • Project ID
      2836
    • Project Views
      1K