Eric Geisler

📍 Buffalo, NY
📧 ericgeisler11@gmail.com | 📱 (716) 544-2356

🎓 Education

Georgia Institute of Technology – Remote (Atlanta, GA)
Master of Science in Analytics — Aug 2025 – Present

John Carroll University – University Heights, OH
Bachelor of Science in Data Science — Aug 2022 – May 2025

Academic Achievement in Data Science Award

Relevant Coursework: Analytics Modeling, Advanced Data Science, Big Data Analytics, Applied Regression Analysis, Applied Statistics, Data Visualization with Tableau, Data-Driven Decision Making, Computing for Data Analysis, Database Systems

📂 Projects

The Relationship of Serving and Win Probability in Women’s Volleyball — SPSS, R, Tableau
- Analyzed ~3,000 collegiate matches to study how serving impacts win probability
- Built regression models to uncover actionable insights for coaching strategy
- Found aggressive serving (even with errors) linked to higher win rates
- 🔗 View Project
Predicting Crime Rate in Cleveland Census Tracts — Python, TensorFlow/Keras, scikit-learn, Pandas, Seaborn, Tableau
- Examined how different types of community investment affect crime rates across Cleveland neighborhoods
- Built an LSTM neural network on 700k+ crime records & permit data to predict social and economic impacts
- Achieved 17% overall improvement from baseline; education and housing investments correlated with reduced crime
- 🔗 View Project
Predicting Wrongful Convictions — Python, TensorFlow/Keras, scikit-learn, Pandas, Matplotlib
- Modeled U.S. wrongful conviction data to predict sentence length and time spent in prison
- Combined demographic and contributing factors (e.g., misconduct, false confessions) to predict case outcomes
- Achieved 33% improvement in model performance over baseline
- 🔗 View Project
See profile for additonal projects