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Projects
Projects across healthcare AI, predictive analytics, financial modeling, automation, and data systems.
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Case Studies
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AI-assisted fraud scoring and decision-routing platform for healthcare insurance operations.
Streamlit-based fraud scoring dashboard with decision routing, business impact modeling, and responsible AI controls.
Fraud Detection / Decision Support / Responsible AI
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AI-powered residential real estate prediction system for sale price and sale timing analysis.
200+ property features structured into a dual workflow for sale price and sale timing analysis.
Predictive Modeling / Real Estate Analytics / Sale Timing Analysis
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Risk-aware portfolio analytics workflow for benchmarking, simulation, and allocation analysis.
Portfolio analytics workflow covering Sharpe ratio, beta, drawdown, benchmark comparison, and Monte Carlo simulation.
Portfolio Optimization / Sharpe Ratio / Risk-Adjusted Returns
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Planned NLP screening workflow for resume-to-role matching and shortlist support.
Planned NLP MVP for resume-to-job matching using skill extraction, similarity scoring, and screening logic.
Recruitment Automation / Resume Analytics
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Classification workflow for predicting perfect guest rating outcomes from listing features.
~0.815 validation ROC-AUC across structured and text-based listing features.
Classification / Feature Engineering / Model Evaluation
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Repeatable tournament automation framework for evaluating chess bot behavior and results.
Python tournament framework with move validation, PGN logging, JSON summaries, and repeatable bot evaluation.
Simulation / Performance Tracking
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Legacy streaming risk pipeline for correlating healthcare fraud and cyber signals.
Event-driven risk demo correlating claim activity and cyber access-log signals into provider-level alerts.
Streaming Analytics / Cyber Risk / Rule-Based Detection
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Relational schema and reporting workflow for tournament operations and match integrity.
Normalized relational schema for tournament reporting, match integrity, and structured query workflows.
Relational Modeling / Tournament Reporting