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%