Sudipto Saha
AVP Quant Associate @Wells Fargo | PhD in Statistics | Bayesian Modeling | Spatial Statistics | Markov chain Monte Carlo | Quantitative Finance
- Role
- Assistant Vice President, Quantitative Analytics Associate at Wells Fargo
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
About Sudipto Saha
Holding a PhD in Statistics from Florida State University, I currently serve as Assistant Vice President, Quantitative Analytics Associate at Wells Fargo. My expertise lies in leveraging machine learning algorithms and advanced quantitative techniques to address complex financial challenges. During my internship at Wells Fargo, I enhanced text-mining pipelines and developed classification models that demonstrated significant efficiency improvements in predicting customer complaints. My academic journey includes teaching roles at Florida State University, where I guided students in business statistics and applied statistical methods. With a strong foundation in statistics, machine learning, time series forecasting, and Bayesian models, I am motivated by opportunities to apply data-driven insights to solve real-world problems in quantitative finance.
Experience
Assistant Vice President, Quantitative Analytics Associate
Feb 2025 — Present · Charlotte, NC, US
Developed an NLP pipeline to extract critical tokens from financial advisors\' notes in order to detect transactions due to elder abuse- Developed encoding methods for high-cardinality categorical features using (i) entity embedding and (ii) a modified version of KDE.
Education
Florida State University
Master of Science - MS, Statistics
2019 — 2021
Florida State University
Doctor of Philosophy - PhD, Statistics
2019 — 2024
West Bengal University of Technology, Kolkata
Bachelor of Technology - BTech, Electrical Engineering
2011 — 2015
Indian Statistical Institute, Kolkata
Master of Technology - MTech, Statistical Quality Control and Operations Research
2015 — 2017
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