Sushanth Reddy Yellareddy
Data Scientist Senior @ PNC | Creating growth and value with Analytics, Machine Learning, Deep Learning | Carnegie Mellon University
- Role
- Data Scientist Senior at PNC
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Sushanth Reddy Yellareddy
I build data products that turn noisy financial data into profits and risk savings…
Experience
Data Scientist Senior
Jan 2023 — Present · Pittsburgh, PA, US
Developed a FastText + DNN model that classifies 40 M+ monthly transactions (e.g, income, tax refunds) at > 95 % accuracy, helping operations tag flows more reliably Built an Optuna‑tuned XGBoost propensity model to identify likely auto‑loan customers three months in advance.Set up Spark + Airflow ETL jobs that surface early credit‑risk signals, trimming estimated high‑risk exposure by about $1 M per month Introduced a Neo4j + Plotly Dash graph view of customer‑account links, which shortened manual investigations on delinquent accounts by 80 %.
Education
Carnegie Mellon University - Heinz College of Information Systems and Public Policy
Masters in Information Systems and Management
Indian Institute of Technology, Guwahati
Bachelor’s Degree, Electronics and Communications Engineering
2014 — 2018
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