Kaitlyn H.
SVP @ Citi | Machine Learning, Risk Management
- Role
- Model Analysis Validation Group Manager (SVP) at Citi
- Location
- Wilmington, DE, US
- LinkedIn followers
- 500 followers
About Kaitlyn H.
Accomplished financial risk and AI/ML professional with 15+ years of experience in model validation, regulatory compliance, credit risk analytics, and machine learning applications across global banking and fintech. Proven track record in leading cross-functional teams to validate high-impact AI models, including generative AI, natural language processing (NLP), deep learning, and fraud detection systems.Expert in Python, TensorFlow, SQL, SAS, and advanced machine learning techniques for CCAR, DFAST, ICAAP, BASEL compliance. Skilled in explainable AI (XAI), bias mitigation, and AI governance frameworks for regulated environments. Designed and implemented the “Under the Hood” framework for generative AI in speech-to-text, speech synthesis, and text analytics.Recognized for bridging academic research and industry practice, publishing AI validation guidelines, and developing scalable solutions for credit risk scoring, time series modeling, and regulatory reporting. Currently pursuing a Doctorate in AI/ML to advance ethical, interpretable, and scalable AI solutions in high-stakes financial environments.
Experience
Model Analysis Validation Group Manager (SVP)
Jul 2022 — Present · Wilmington, DE, US
Lead a model risk management team focused on the review and validation of applications, tools, and objects utilizing AI/ML algorithms, with a specialization in Generative AI models, unsupervised machine learning, and NLP. Spearhead efforts to ensure the integrity, accuracy, and compliance of AI-driven solutions. Drive team excellence in mitigating risks associated with AI/ML deployments across the organization.
Education
Cornell University
Certificate - Machine Learning
Virginia Commonwealth University, Richmond
Master of Science - MS, Finance, General
2005 — 2006
Skills
- Data Mining
- Credit Analysis
- Credit Scoring
- Management
- Finance
- Sas
- Credit Risk
- Predictive Modeling
- Portfolio Management
- Risk Management
- Basel Ii
- Statistics
- Credit
- Analytics
- Financial Risk
- Econometrics
- Forecasting
- Statistical Modeling
- Time Series Analysis
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