Jessica Soriano
Data Science | Machine Learning | AI @ Jefferies
- Role
- Data Scientist at Jefferies
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Jessica Soriano
Jefferies leverages my expertise in machine learning and data visualization to drive…
Experience
Data Scientist
Jan 2023 — Present · New York, NY, US
Designed and implemented a scoring model that empowered research analysts and sales teams with data-driven insights, optimizing targeted client marketing and improving engagement efficiency of more than 300k contacts. Collaborated in the development of machine learning-based investor prediction model using XGBoost, enhancing stock allocation strategies and driving data-informed investment decisions. Utilized Power BI and other data visualization tools to analyze large-scale sell-side transaction data, identifying key financial KPIs and actionable metrics to support client pitches for 10 companies. Built an automation tool that aggregates trading data, executes advanced calculations, generates interactive visualizations, and delivers 8 automated reports segmented by trading sector to high-level executives. Architected scalable data pipelines and governance frameworks on AWS S3, ensuring seamless integration of financial data from diverse sources while maintaining compliance and data integrity.
Education
Rutgers Business School
Bachelor's degree
2017 — 2021
Rutgers Business School
Bachelor's degree
2017 — 2021
Rutgers University–New Brunswick
Master's degree
2021 — 2022
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