John Aves
Data Science Associate @ JPMorgan Chase
- Role
- Data Scientist at JPMorganChase
- Location
- Princeton, TX, US
- LinkedIn followers
- 500 followers
About John Aves
Results-oriented Data Scientist with approximately two years of experience at JP Morgan Chase, specializing in developing and implementing data-driven systems and machine learning solutions within the financial industry. Leverages a strong foundation in Data Science and Finance to enhance operational efficiency and deliver measurable business outcomes. Adept at translating complex analytical insights for diverse stakeholders to drive strategic decision-making and ensure project alignment.
Experience
Data Scientist
Aug 2023 — Present · Plano, TX, US
Led a middle office data infrastructure overhaul to guide strategic investments in user processing software systems for internal bank operations, and developed a custom DASH dashboard to provide unique histogram visualizations and transformations not feasible with traditional BI tools.Engineered and populated diverse, large-scale Redshift database tables with amalgamated data on millions of multifamily properties financed by the bank, enabling consistent and rapid historical analysis for various teams and resolving previous data handling inconsistencies.Developed and deployed end-to-end machine learning pipelines, leveraging Artificial Neural Network (ANN) models and complex regression techniques like XGBoost (utilizing Pandas, Scikit-learn, and NumPy extensively), to create an automated Net Operating Income (NOI) model that significantly accelerated the internal refinancing process.Effectively partnered with business users and stakeholders across varying technical backgrounds, translating complex data findings and system functionalities to ensure project alignment and facilitate the adoption of data-driven solutions within the financial domain.
Education
Texas Tech University
Master of Science - MS
2025 — 2027
Miami University
Finance
2019 — 2023
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