Amandeep Singh brand mark

About

Amandeep Singh

A research practice built around rigorous models, clear arguments, and decision-useful explanation.

I work across statistical modeling, macro-financial risk, and institutional analysis, with an emphasis on making complex technical and policy questions legible without flattening them.

3Experience entries
11Published essays
3Mapped territories
Amandeep Singh

Working principle

The strongest research output is not just correct. It is structured enough to guide decisions, explain tradeoffs, and remain legible to serious readers outside one narrow specialty.

How The Work Is Organized

Methods & Modeling

2

Work centered on Bayesian methods, inference, modeling assumptions, and technical statistical structure.

Risk & Macroeconomics

2

Research on macroeconomic vulnerability, actuarial design, risk transfer, tail behavior, and markets.

Law, Policy & History

9

Essays and analysis on law, state formation, dissent, public policy, and historical institutional structure.

Profile

Practice, not just biography.

Open atlas

I am a Ph. D. student in Probability and Statistics at George Mason University (2025–2029), working across stochastic processes, stochastic differential equations, statistical machine learning, and Bayesian modelling. Previously, I completed an M.Sc. in Stochastics and Data Science at the University of Turin (2021–2024). My training includes functional analysis, probability, Bayesian statistics, stochastic modelling, statistical ML, stochastic differential equations, databases, algorithms, and additional coursework in option pricing and mathematical economics.

My thesis focused on Bayesian non-parametrics, using the Dependent Dirichlet Process to model and predict crisis probabilities in an economy. Professionally, I have built and optimized actuarial pricing and reserving workflows for FIA/MYGA products using GGY AXIS, along with Python-based diagnostics and scenario tooling.

Selected Experience

Roles that shaped the work.

Full CV

Assistant Manager

Hildene Capital Management, LLC • Gurugram, India

May 2024 → Aug 2025

Actuarial Intern

KPMG • Milan, Italy

Apr 2022 → Jul 2022

Actuarial Analyst

Metlife • Noida, India

Oct 2019 → Jun 2021