Quantitative Risk & Analytics

Nitin Madagi

I build risk models, stress testing frameworks, and financial analytics systems that turn complex market data into actionable risk intelligence.

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7+Projects Shipped
MSFinance — SUNY Buffalo
PythonPrimary Stack
RiskDomain Focus
Python Streamlit Pandas NumPy Plotly Scikit-Learn XGBoost Black-Scholes Monte Carlo VaR / ES Delta Hedging SQL GBM Simulation Risk Analytics CCAR / DFAST Liquidity Risk
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Market Pulse

Live · Auto-refresh 30s
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Featured Project

AutoHedge — AI Trading Engine

End-to-end AI trading system generating structured trade ideas using LLMs with JSON-based decision schemas, portfolio risk rules, and paper-trading execution via Alpaca API.

PythonGroq LLMsAlpaca API

Intraday Liquidity Forecasting

Interactive dashboard forecasting intraday cash-flow patterns and simulating liquidity stress scenarios with What-If simulator, breach detection, and IDL Playbook module.

PythonStreamlitPlotly

Market-Linked Products Analytics

Full analytics framework modeling market-linked insurance guarantees using GBM, Black-Scholes/Monte Carlo engines, delta-hedging backtests, and stress-testing modules.

NumPyBlack-ScholesMonte Carlo

FX Exposure Anomaly Detector

ML-powered application detecting anomalies in foreign currency exposures from ERP data using Isolation Forest, enabling FX hedge audit and validation workflows.

Scikit-learnStreamlitPandas

Credit Risk Strategy — PD Modeling

PD models using Logistic Regression and XGBoost with Expected Loss computation, risk-band segmentation, and real-time applicant scoring dashboard.

XGBoostStreamlitScikit-learn

Real-Time Option Pricing

Live option pricing application using Black-Scholes with Yahoo Finance API integration, annualized volatility computation, and interactive pricing interface.

Black-ScholesYahoo FinanceSciPy
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Get In Touch

Open to opportunities in quantitative risk, financial engineering, and analytics. Let's connect.

Email
nitinsmadagi@gmail.com
GH
GitHub
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LinkedIn
nitinmadagi
Location
New York, USA