Featured Member: Gerard Shu Fuhnwi on HBCU CONNECT!

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Gerard Shu Fuhnwi
Student, Montana State University
Location: Bozeman, MT United States
Joined: Aug 5th, 2024

About (request update)

Experience

I currently work with Montana State University as Student
I have years of experience working in the Computers, Software industry.

Machine Learning Scientist | Expedia
From May 2023 to July 2023 • 0 year(s)
Developed a mean directional accuracy model using XGBoost for flight price movement prediction, achieving high accuracy and savings compared to existing forecasting models. The MDA model is currently being used as a message relevancy model to advise travelers on flight booking timing.

Machine Learning Scientist | Expedia
From May 2022 to July 2022 • 0 year(s)
Developed a media mix marketing (MMM) model for Vrbo France using Ridge regression with parameter optimization via simulated annealing. The model enables precise determination of timing and focus for various advertising channels to maximize ROI.

Applied AI and Machine Learning | JP Morgan Chase
From June 2021 to September 2021 • 0 year(s)
Developed a Probability of Default (PD) score model using Random Forest to predict customer delinquency for credit risk management. Conducted hyperparameter tuning optimization and utilized SHAP for model interpretation.

Data Analyst | Nsanimunwi Cooperative Credit Union
From October 2012 to June 2017 • 5 year(s)
Evaluated credit risk by analyzing historical data and developing predictive models using R to assess creditworthiness. Developed fraud detection models using logistic regression and forecasted future trends in loan demand and financial performance.

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