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REAL-TIME AUTOMATED SANCTIONS SCREENER
This project is an automated sanctions screening tool using Python. This tool analyzes incoming FIX messages against OFAC (Office of...
Sanjana Rajesh
May 15, 20241 min read
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Building a Backtesting Engine
This project uses python for data acquisition and preprocessing, and the backtesting engine has been built with C++. The engine fetches...
Sanjana Rajesh
Mar 10, 20241 min read
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Real-time fix message anomaly detection for credit risk assessment
Anomaly detection in FIX messages is critical to ensure operational integrity and mitigate risks, including the risk of fraud. The goal...
Sanjana Rajesh
Mar 1, 20242 min read
7 views
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Predicting Art Prices with Random Forest Regression
Art has always been more than just a form of expression. It has long since found its way into investor portfolios. Decisions around...
Sanjana Rajesh
Jan 12, 20241 min read
5 views
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PREDICTING MARKETS WITH DEEP LEARNING MODELS
A vital feature of this model is a complex network structure with two inputs with distinctive layer types in each branch. It has 50 LTSM...
Sanjana Rajesh
Oct 13, 20231 min read
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ALPHA RESEARCH & FACTOR MODELLING
The model used to estimate portfolio risk is below - where X is the portfolio weights (weights assigned to each stock), B is the factor...
Sanjana Rajesh
Mar 10, 20211 min read
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NATURAL LANGUAGE PROCESSING ON FINANCIAL STATEMENTS
Evaluating alpha factors from 10-K filings
Sanjana Rajesh
Apr 14, 20201 min read
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