Data scientist with a background in engineering, data analytics, database management, ChatGPT implementation, and LLM development.
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Stock_feature_engineering
Stock_feature_engineering PublicCreated a continuous, homogeneous, and structured 10 GB dataset from self obtained collections of unstructured intraday financial data. Generated features from indicators, statistics, and recent fa…
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Alpaca-Algotrading--Legacy-
Alpaca-Algotrading--Legacy- PublicEngineered and backtested strategies using a variety of indicators and custom features. Optimized buy/sell conditions through custom optimization algorithm. Discovered most significant features thr…
Jupyter Notebook 4
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Advanced-Prediction-of-Multi-stage-continuous-flow-manufacturing-process
Advanced-Prediction-of-Multi-stage-continuous-flow-manufacturing-process PublicCreated data regression models to predict 15 unknown variables within 4% error at any plant condition. Denoised 11000 x 115 dataset, leading to 70% improvement in prediction accuracy. Used data eng…
Jupyter Notebook 3
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Analysis-and-time-series-forecasting-COVID-South-Korea-
Analysis-and-time-series-forecasting-COVID-South-Korea- Public
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