underwriting

A decision-safety lab for loan approval: trains a baseline classifier, calibrates probabilities (ECE/Brier), sweeps confidence thresholds to build a coverage, quality frontier and outputs a defensible abstention policy (auto-decide vs review). Includes a Streamlit dashboard for report cards, triage UI, and data quality checks.

面向 AI Agent 的非车险产品开发全流程知识库 - 覆盖保险标的识别、条款编制、费率定价到文档输出的 7 步开发流程

Our underwriting python module for underwriting credit card accounts. For enterprise partners wanting to do their own underwriting in-house.

A simple tool for investors to find cash-flowing properties in Canada. Scans target cities, underwrites with a conservative cash-flow model, and ranks deals by margin of safety.

Flood Prediction is a Databricks Solution Accelerator for spatial ML: public elevation, water, climate, and historical flood data → H3 features → scenario-trained models → an interactive underwriting map. Built for Public Sector and P&C Insurance demos. Retarget any city by changing a few bundle variables.

Passive real estate investment analytics — screen, underwrite, and track buy-and-hold rental properties with public data

This is an advanced underwriting risk management app that is able to predict incoming storms and be able to quantify its magnitude and using AI and analytics engine determine the potential damage for policies that are in the line of the storm - Saving Insurance Companies Millions and saving Policies from unnecessary damage - WATCH THIS SPACE!

Manual and experience rating, credibility blending, and rate indication with an audit trail; GLM relativities and frequency-severity modeling.

One-paste Claude setup that turns Claude into an institutional multifamily research & underwriting teammate for Bristol Development Group — zero-config, fully cited, self-evolving (V1→V2→V3).

Mortgage Risk & Retention Analytics Platform: predicts loan fallout and refinance risk, supports portfolio segmentation, and optimizes underwriter capacity with executive-ready reporting.

DentDetect AI is a computer vision powered vehicle damage assessment app that uses deep learning to classify front/rear damage severity from car images and provides instant, user-friendly results via a Streamlit web interface.

AI-assisted underwriting intelligence system for NBFC vehicle loan decisioning, combining deterministic risk validation with Gemini-powered qualitative analysis, document extraction, and RAG-based borrower case insights.

Loan underwriting fraud checker. Cross-checks borrower docs against registries, bank flows, and land-use data — ELA forensics, Benford, and a consistency graph that shows where the story breaks.

Deterministic, auditable real-estate diligence engine: a config-driven institutional investment committee with underwriting, scenarios, and backtesting, a FastAPI API, and a React dashboard. LLM analysts debate the deal; the scoring stays deterministic.

Evidence-first life-insurance underwriting assistant POC: deterministic plan-aware rules engine, citation-grounded hybrid RAG, MLX LoRA fine-tune with MLflow-tracked evals, FastAPI review workbench. Fully synthetic (fictional insurer).

API-driven insurance underwriting platform built with FastAPI, SQLite, business rules, and portfolio-ready technical documentation.