Michelle Miranda Email & Phone Number

Pune

• Developed python functions to generate and analyse 10+ new features for Open to Close trading strategy.• Conducted over 12+ experiments to optimize O2C model performance such as model variance analysis, addingNIFTY sectoral indices and commodities to base model, feature selection using embedded methods.• Improved short-class label prediction accuracy by 20% for C2O strategy through techniques like SMOTE, BalancedRandom Forest, and hyperparameter tuning.• Performed correlation analysis, enabling identification of 2 key features linked to model’s predicted returns.

Pune, Maharashtra, India

• Conducted Forecast Error Analysis in Supply Chain for the Automotive Segment of the South-East Asia region• Used pandas for data cleaning & analysis of error metrics (MAE, RMSE & MAPE) for June-July 2023 Forecast data, seaborn & matplotlib to visualize and compare Sales Team and SO99+ forecast performance, FVA Analysis.• Automated extraction of bearing designations from Excel files using Regex patterns.• Utilized Python for data processing and cleaning, handling data from metal bulletins, extracting relevant columns, removing missing values, and calculating monthly average prices

Bachelor Of Science - Bs, Data Science, 3.97/4 Gpa

Bachelor Of Arts, Psychology, 89%

Isc 12Th Board, Science, 91%

Icse 10Th Board, 96%