Sumanth Bandi
Data Professional | Transforming Complex Data into Actionable Insights and Predictive Solutions | Analytics • Machine Learning • Visualization • Business Impact
- Role
- Research Data Scientist at Suny Polytechnic Institute
- Location
- Utica, NY, US
- LinkedIn followers
- 500 followers
About Sumanth Bandi
Data scientist building machine learning systems from research to production. Currently…
Experience
Research Data Scientist
Aug 2024 — Present · Utica, NY, US
Built production ML pipeline using Random Forest, Neural Networks, and XGBoost for soil temperature forecasting, achieving 15% accuracy improvement over baseline models across 5+ depth levels• Developed NLP classification system processing 10K+ social media posts with deep learning, achieving 92% precision in crisis detection for automated emergency response applications• Created interactive Streamlit dashboard for real-time model predictions, reducing manual analysis time by 60% and improving workflow efficiency for engineering research teams• Co-authored research papers for Transportation Research Board publications, contributing novel algorithms for predictive modeling and crisis detection systems
Education
Osmania University
Bachelor of Engineering - BE, Information Technology
2018 — 2022
SUNY Polytechnic Institute
Master of Science - MS, Data Science and Analytics
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