Looking for a job

Vaishna PV

@vaishnapv

Message

I build AI-driven risk models and automation for financial services.

India

Message

What I'm looking for

I'm looking to build AI/ML-driven risk analytics and intelligent automation that improve regulatory, model-risk, and financial-services workflows.

At Guidehouse, I build Python-based AI pipelines, automation tools, and risk models for financial monitoring, regulatory reporting, and model performance tracking. I've led deposit modelling and liability characterization work for State Street, completed 30+ independent model validations, and developed a Reg Z/TILA-compliant APR and loan amortization benchmark model.

My work spans quantitative risk analytics, stress testing, model validation, and intelligent automation across banking and financial services. I use Python, SAS, SQL, machine learning, and statistical modelling to make regulatory and risk-management workflows more effective.

Experience

Work history, roles, and key accomplishments

Current

Managing Consultant

Current

Guidehouse

Jan 2019 - Present (7 years 8 months)

Built Python-based AI pipelines and automation tools for financial risk monitoring, model performance tracking, and regulatory reporting. Led model production and validation for deposit modelling and liability characterization at State Street.

Python SAS SQL AI ML Model Development Model Validation Data Validation Sensitivity Testing Regulatory Compliance SR11 7 Population Stability Index MAPE RMSE

Emerging Lead – Treasury Quantitative Analytics

State Street

Jan 2017 - Dec 2019 (2 years 11 months)

Supported Liquidity Risk Management group to build and implement BASEL models. Led governance program for models post-implementation and developed interactive analytics portals and data visualizations.

BASEL Liquidity Risk Model Validation Data Visualization Deposit Operations LCR NSFR Analytics

Editor in Statistics

ANSRS

Jan 2016 - Dec 2017 (1 year 11 months)

Reviewed assessment material for statistics-related platforms, working extensively on case studies related to Testing of Hypothesis, Time Series Analysis, and Regression Analysis.

Statistics Hypothesis Testing Time Series Analysis regression analysis Editing

Service Information Developer

Hewlett Packard Enterprise

Jan 2015 - Dec 2016 (1 year 11 months)

Modelled insurance products for MetLife Insurance using HPE's ProductXpress application and performed user acceptance testing for the modelled products.

ProductXpress Insurance Modeling User Acceptance Testing