Aman Kumar

Associate Consultant

Bengaluru, Karnataka, India5 yrs 6 mos experience
Highly Stable

Key Highlights

  • Expert in statistical data analysis and machine learning.
  • Led forecasting of credit provisions and risk-weighted assets.
  • Active in Mathematics Olympiad and alumni relations.
Stackforce AI infers this person is a data-driven professional specializing in credit risk management and statistical modeling.

Contact

Skills

Core Skills

Credit Risk ManagementMachine Learning

Other Skills

Ad Hoc AnalysisC (Programming Language)C++Credit modellingCredit risk model validationCredit risk modellingData AnalysisData AnalyticsDatabase AdministrationDatabase QueriesEconometricsForecastingLinear RegressionLoss ForecastingMathematics

About

As an Associate Manager – Stress Testing & Forecasting at ANZ, I apply my passion and expertise in statistical data analysis, machine learning, and credit risk management to assess and mitigate the risk of the bank’s portfolio. With a Master’s degree in Applied Statistics & Informatics from IIT Bombay, I specialize in developing advanced statistical models, including predictive models for credit risk and economic forecasting. In my current role, I lead the forecasting of credit provisions and risk-weighted assets, and have worked on Basel PD/EAD/LGD models to ensure regulatory compliance. My experience spans various areas, including Stress Testing, Climate Risk, and developing machine learning models. . Beyond my technical work, I was an active member of the PR Core Team for the Mathematics Olympiad'22 and served as the Alumni Secretary for the Mathematics Department at IIT Bombay. I am always open to inquiries, suggestions, and exciting opportunities in data science, credit risk analysis, and machine learning.

Experience

Wells fargo

Quantitative Analytics Specialist (AVP)

Jul 2025Present · 8 mos · Bengaluru, Karnataka, India

Anz

2 roles

Associate Manager Stress Testing & Forecasting- Credit Risk

Aug 2024Jul 2025 · 11 mos · Bengaluru, Karnataka, India

Lead Analyst- Credit Risk Modelling & Insights

Jul 2022Aug 2024 · 2 yrs 1 mo · Bengaluru, Karnataka, India

Credit Risk ManagementPortfolio Performance AnalysisSAS (Programming Language)Ad Hoc AnalysisForecastingProblem Solving+6

Indian institute of technology, bombay

2 roles

Public Relations Core Team - Mathematics Olympiad'22

Dec 2021Jul 2022 · 7 mos · Mumbai, Maharashtra, India

Problem Solving

Public Relations Coordinator, PG Cult

Sep 2020Jul 2021 · 10 mos · Mumbai, Maharashtra, India

Student alumni relations cell, iit bombay

Mathematics Department Alumni Secretary

Jun 2021Jun 2022 · 1 yr · India

Problem Solving

Economic intelligence unit, maharashtra gst department

Summer Intern

May 2021Aug 2021 · 3 mos · Mumbai, Maharashtra, India

Problem Solving

Niti aayog

Data Management & Analysis Intern

May 2021Jul 2021 · 2 mos · Delhi, India

Problem Solving

Sahu technologies

Winter Intern

Jan 2021Feb 2021 · 1 mo · Mumbai, Maharashtra, India

  • Road Lane Line Detection

Chegg inc.

Subject Matter Expert

Sep 2019Feb 2021 · 1 yr 5 mos

Education

Indian Institute of Technology, Bombay

Master of Science - MS — Applied Statistics and Informatics

Jan 2020Jan 2022

Banaras Hindu University

Bachelor of Arts - BA

Jan 2017Jan 2020

College of Commerce, Arts and Science. Patna

Intermediate — Maths Physics and Chemistry

Jan 2014Jan 2016

St. Anne's High School. Patna

Secondary school(10th)

Jan 2007Jan 2014

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