Deven Pandya

Bachelor's

Mathematics

Speridian Technologies

Data Science Analyst

- Developed a mortgage loan default model with XGBoost, using SMOTE for balancing data and integrating advanced data preprocessing, hyperparameter optimization, and SHAP for comprehensive feature analysis, significantly enhancing the risk assessment process - Analyzed client's thermostat data, using TimescaleDB and Grafana to create aggregates and visualizations for device distributions and runtimes, and analyzed household heating rates to optimize energy efficiency for consumers and help the business identify problematic devices - Data Science and Analytical Skills - Machine Learning - Trend Analysis - Statistical Analysis - AI - Big Data - Prompt Engineering - Data Insights - Data Visualization - Data Cleaning - Data Management - Time Series - Cryptography - Game Theory - Excel - MS Office - Problem Solving - Served as a subject matter expert on generative AI and prompt engineering, building out - Delivered internal presentations to leadership and C-suite executives, and communicated