Matthew F. Naeher
Smithtown,USA
Overview
4
4
years of post-secondary education
4
4
years of professional experience
Work History
DEPUTY DIRECTOR OF QUANTITATIVE ANALYTICS
AvinEDU
, Vietnam
08.2025 - 08.2026
- Applied statistical methods, including logistic regression, to model and predict visa approval likelihood for students based on historical success rates
- Facilitated discussions with executives from leading regional banks, including SeaBank and BIDV, to align on funding strategies and financial projections
- Guided Vietnamese students through the study abroad visa application process for anglosphere countries, enhancing their chances of success
QUANTITATIVE ANALYTICS SENIOR ASSOCIATE - MODEL RISK
KeyBank
Cleveland, USA
05.2023 - 06.2025
- Led validation for liquidity models including the Daily Cash Flow Forecasting model and Internal Liquidity Stress Testing model. Confirmed the technical and conceptual soundness of the models while consulting with subject matter experts from Corporate Treasury Oversight to understand regulatory requirements.
- Managed the Bank's Quantitative Analyst and Internship programs. This included leading the program's hiring process, providing technical trainings, and hosting social activities for early talent.
- Contributed to validation framework for GenAI models to facilitate introduction of LLMs into model inventory, testing prompt engineering strategies and presenting findings to senior management.
- Managed the Bank's Quantitative Analyst and Internship programs. This including leading the program's hiring process, providing technical trainings, and hosting social activities for early talent.
- Monitored the team's cloud computing usage on GCP to reduce costs and establish best practices for the organization.
QUANTITATIVE MODELING AND ANALYTICS ROTATIONAL ANALYST - MODEL RISK & ENTERPRISE PAYMENTS
KeyBank
Cleveland, USA
07.2022 - 05.2023
- Validated regression models to assess technical and conceptual soundness, identifying coding errors communicated to First Line of Defense through multiple findings.
- Built automated monthly process to analyze billing data for department's migration to Google Cloud Platform, producing GCP manual as a reference for all validators.
- Processed daily deposits data and built Tableau dashboards for Payments managers, enhancing data visualization and reporting capabilities.
Education
Master of Science - Analytics (In Progress - To Complete Dec 2027)
Georgia Institute of Technology
Online, 08.2024 - 09.2026
Bachelor of Arts - Mathematics - Computing And Applied Mathematics
University at Bufalo, The State University of New York
Bufalo, NY 05.2020 - 12.2021
Skills
- Model validation
- Predictive Modeling
- Python
- Pandas
- Sklearn
- statsmodel
- Matplotlib
- Plotly
- GCP
- BigQuery (SQL)
- VertexAI
- LookerStudio
Accomplishments
- KeyBank Circle of Excellence 2024 - Awarded for being Model Risk’s top performer for 2024
Timeline
DEPUTY DIRECTOR OF QUANTITATIVE ANALYTICS
AvinEDU
08.2025 - 08.2026
Master of Science - Analytics (In Progress - To Complete Dec 2027)
Georgia Institute of Technology
08.2024 - 09.2026
QUANTITATIVE ANALYTICS SENIOR ASSOCIATE - MODEL RISK
KeyBank
05.2023 - 06.2025
QUANTITATIVE MODELING AND ANALYTICS ROTATIONAL ANALYST - MODEL RISK & ENTERPRISE PAYMENTS
KeyBank
07.2022 - 05.2023
Bachelor of Arts - Mathematics - Computing And Applied Mathematics
University at Bufalo, The State University of New York
05.2020 - 12.2021