Aditya Agrawal

Quantitative mind. Relentless builder.

Quant investor, researcher, entrepreneur & mathematician building at the intersection of markets, math, and technology.

Profile

What I am building toward.

I am a quantitative investor, researcher, entrepreneur, and mathematician with a deep interest in financial markets, economics, risk management, and emerging technologies. My work sits at the intersection of mathematics, finance, insurance, artificial intelligence, and entrepreneurship.

I enjoy exploring complex systems, challenging assumptions, and building projects that combine rigorous analytical thinking with practical real-world applications. My long-term ambition is to conduct impactful research, build successful businesses, and eventually manage a world-class hedge fund focused on quantitative and systematic investing.

I am driven by curiosity, analytical thinking, and a desire to understand how complex systems work—from financial markets and economies to technology and human behavior. My goal is to combine rigorous research, entrepreneurship, and quantitative thinking to create meaningful impact at scale.

Systems

The disciplines powering the work.

Each area feeds the same loop: research a system, model its behavior, build tools, test assumptions, and compound the feedback.

Quantitative Trading

Statistical arbitrage strategies
Mean reversion systems
Pairs trading
Market-neutral portfolio construction
Risk management

Mathematics

Advanced probability
Statistics
Stochastic processes
Financial mathematics
Mathematical modeling

Economics

Development economics
Insurance economics
Financial markets
Universal Basic Income (UBI)
Disaster recovery economics

Technology

Artificial Intelligence
Prompt Engineering
Python Programming
Financial Data Analysis
Software Development

Portfolio

Projects with a research engine underneath.

AI · FinTech

AI Financial Research Platform

Automated investment intelligence

In Development

This platform leverages large language models and structured financial data pipelines to analyze 10-K annual reports, 10-Q quarterly filings, and shareholder letters — transforming dense regulatory documents into concise, research-grade summaries for quantitative investors.

PythonLLMsNLPFinancial Data APIs

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Quant · Research

Quantitative Trading Research

Systematic strategy development

Active Research

A comprehensive quantitative research framework for developing, testing, and validating systematic trading strategies. Focus on market-neutral portfolio construction, risk-adjusted returns, and execution cost modeling across equity pairs.

PythonPandasNumPyStatsmodelsKalman Filters

KO–PEPSharpe 1.9

MA–VSharpe 1.3

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CP · Analytics

Codeforces Training Dashboard

Competitive programming progress analytics

Live Project

A Codeforces-focused training dashboard for monitoring competitive programming progress. It helps users track practice history, analyze performance trends, and understand where their training is improving over time.

ReactAnalyticsCodeforces APIVercel

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Venture · Exploration

Startup Exploration

AI, fintech, research, and scalable software ventures

Exploration

An ongoing exploration of business ideas at the intersection of AI, finance, research tooling, analytics platforms, and scalable software products.

AIFinTechResearch ToolsSoftware Ventures

Web · Game

Interactive BlackJack

Web-based Blackjack game

Live Project

Playable Blackjack implemented as a responsive web app. Features simple dealer AI, score tracking, and mobile-friendly controls.

ReactTypeScriptCSS

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Mobile · Flutter

Outsmarts

Multiplayer code-breaking game

Live Project

Outsmarts is an online multiplayer game where players compete in code-breaking challenges. Built from the ground up with Flutter, it delivers a seamless experience across iOS and Android with real-time multiplayer mechanics.

FlutterDartFirebaseMobile UI/UX

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Research

Markets, resilience, and complex systems.

Insurance & Risk Transfer

Researching how insurance can improve resilience for individuals, businesses, and developing economies — including disaster insurance, accessibility, and innovative models for digital assets.

Development Economics

Exploring how countries respond to earthquakes, floods, tornadoes, and other large-scale economic shocks — and how financial protection mechanisms can accelerate recovery.

Financial Markets

Deep research into high-frequency trading, market microstructure, quantitative investment strategies, and cryptocurrency market dynamics.

Endgame

Long-term direction.

The destination is not just a better portfolio site. It is a body of work strong enough to support serious research, durable software, and eventually a world-class quantitative investment firm.

Finance

Launch and manage a quantitative hedge fund
Develop systematic investment strategies
Build expertise in global capital markets

Academia

Pursue advanced research in mathematics and economics
Earn a PhD in Mathematics
Publish research in finance and economic policy

Entrepreneurship

Build and scale technology companies
Create products at AI × finance intersection
Develop innovative risk-management solutions

Public Service

Contribute to education reform
Promote AI literacy and practical learning
Support evidence-based policymaking