Shaun Aiken

Shaun Aiken

Senior data science and risk strategy professional
USA
Filipino (Tagalog), Ewe
Contract Work from Home

About Me

Senior data science and risk strategy professional with 8+ years of experience across global financial institutions, delivering data-driven insights over multi-billion-dollar and $800B+ portfolios spanning credit cards, …

Experience

Vice President, Data Science

Bank of America · Jersey City, NJ
Sep 2026 - Sep 2026 · 24 days

<p>Built pricing and credit limit optimization models using elasticity and scenario analysis, improving risk-adjusted returns (ROA) by ~180 bps</p><p> Modeled demand dynamics using time-series forecasting, reducing forecast error (MAPE 25%) and enabling improved capacity planning</p><p> Designed and analyzed A/B experiments and quasi-experiments (propensity score matching, DiD) to evaluate pricing and underwriting strategies, generating $20M+ incremental annual revenue</p><p> Derived actionable credit insights from high-volume transactional datasets (B2B and C2B flows), identifying cash-flow volatility, revenue seasonality, and liquidity risk patterns to strengthen cash-flow–based underwriting models</p><p> Integrated macroeconomic signals and sector performance indicators (consumer spending, retail sales trends) into portfolio monitoring to proactively adjust credit strategy during economic cycles</p><p> Built portfolio risk dashboards tracking delinquency trends, vintage curves, and borrower segmentation, improving early risk detection and reducing unexpected loss volatility by ~25%</p>

Senior Associate, Analytics

Credit Suisse · Raleigh, NC
Jan 2026 - Sep 2026 · 8 months

<p>Monitored portfolio risk exposures and identified concentration risks across counterparties and sectors, supporting credit exposure management decisions for multi-billion dollar portfolios</p><p> Analyzed risk drivers and exposure dynamics across trading and financing portfolios, improving early detection of potential credit deterioration</p><p> Built automated analytics pipelines to monitor portfolio exposure trends and emerging credit risks, improving decision-making speed for risk management teams</p>

Contractor, Data Science

Consulting Marvel · Austin, TX
Jun 2026 - Sep 2026 · 3 months

<p>Led data-driven risk and performance assessments for new insurance products and digital payment features, protecting $10M+ in annual transaction value</p><p> Performed funnel analysis across customer journeys, identifying bottlenecks that improved conversion rates by 12–18%</p><p> Developed pricing and demand elasticity models, driving ~10% revenue uplift for client portfolios</p><p> Built customer segmentation and predictive models, increasing targeting precision and campaign ROI by 15–25%</p>

PROJECTS

T

Village of Schaumburg
Duration : 01-Sep-2026 - 25-Sep-2026

<p>RYTRYREY765E7HNJHGJFDGHYSUTGNFGJFBHGJGFNGBJKFHBGJDFGDKLFKDFHJHFGMBCHXBKSLSL;SOEIREWUYBNVCMCKLDKFJFHGTGBDKLDSKLJUJYHERUTGBM.,C.;CKDLJFUGHHGBJNHFGJGHHGJJKHJHJHJDGJ</p>

Certifications

6

Aarhus Universitet, Denmark · Abbeville County , South Carolina , United States of America (USA) · 2023

Skills

Risk Analytics Business Intelligence Executive Reporting Data Analytics Credit Risk Modeling Data Visualization Strategic Planning Dashboarding Performance Metrics Underwriting Strategy Process Improvement Predictive Modeling Alteryx Teradata Tableau NumPy Pandas scikit-learn Matplotlib A/B Testing GitHub Copilot SQL Python Hive Excel VBA
Report this Profile?