Case Studies
Work in depth.
Insurance AI
→Margin Intelligence
AI intelligence layer combining machine learning, document analysis, workflow automation, and explainable human review.
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Travel Insurance · Claims AI
→Lost Baggage Claim Case Study
I built a proof-of-concept backend for checked-baggage claims, connecting verified evidence intake to AgentIQX assessment and human review. It helped my client onboard a new customer.
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Health Insurance · Underwriting
→Health Insurance Case Study
A two-portal insurance workflow connecting customer intake, rule-based underwriting, document evidence, advisory AI assessments, human review, and policy issuance.
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Loan Against Property · Credit AI
→LAP Credit Risk Intelligence
A Python-based underwriting system combining bank-statement intelligence, policy rules, XGBoost risk prediction, SHAP explainability, and LLM-generated decision reasoning.
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