ANNEMARIE BELL
ROUND ROCK,UNITED STATES
Summary
Innovative Software Engineer, proficient in data analysis and machine learning, with a proven track record of enhancing operational efficiency through advanced forecasting models. Skilled in collaborating effectively with diverse teams to meet strategic objectives. Eager to contribute goals through cutting-edge software engineering and data science.
Overview
3
3
years of professional experience
Work History
SOFTWARE ENGINEER
General Motors
Austin, United States
05.2023 - Current
- Optimized real-time forecasting models through vectorized operations and parallel processing in Python/R, improving runtime performance by 40-60%, and reducing execution time from hours to minutes.
- Implemented incremental model updates using rolling window approaches, eliminating full retraining cycles, and enabling continuous model improvement with sub-minute latency.
- Developed sophisticated holiday impact modeling, incorporating dynamic holiday effect estimation for changing production patterns.
- Assisted in the Databricks platform transformation by migrating legacy ETL processes to a modern data lakehouse architecture, and created Power BI executive dashboards for real-time forecasting performance monitoring.
AI/ML DATA SCIENCE INTERN
General Motors
Austin, United States
05.2022 - 08.2022
- Engineered a deep learning-based object recognition system for precise vehicle type detection
- Implemented k-means clustering to analyze vehicle color distribution, improving system's categorization
- Boosted the model's performance for real-time processing, ensuring efficient vehicle counting
- Attained high accuracy in vehicle detection and classification through rigorous model training and tuning
- Presented the system to key stakeholders, aligning the model with strategic objectives and business needs
Education
BACHELORS DEGREE - COMPUTER SCIENCE
Texas A & M University-College Station
College Station05.2023
Skills
- Agile methodologies
- Software development
- Machine learning
- Data modeling
- Data visualization
- Python programming
- Statistical analysis
- Model optimization
- Team collaboration
- SQL
- Data structures and algorithms
- Continuous integration
Timeline
SOFTWARE ENGINEER
General Motors
05.2023 - Current
AI/ML DATA SCIENCE INTERN
General Motors
05.2022 - 08.2022
BACHELORS DEGREE - COMPUTER SCIENCE
Texas A & M University-College Station