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Aditya Pratap Singh

@adityapratapsingh1

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Quant researcher with Python, ML & finance skills

India

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What I'm looking for

I am looking for a dynamic role that fosters growth and innovation.

I'm a Quantitative Researcher with academic training in Economics & Analytics and practical experience across multiple quant and DeFi-focused firms. My work has involved developing and backtesting systematic trading strategies, building machine learning models for alpha discovery, and designing smart contract-based risk frameworks in decentralized finance.

I’ve contributed to quant teams at CorrAI, Devine Group, A&J, and Om Associates, where I worked on:

Time-series-based alpha generation and backtesting
Portfolio optimization and rebalancing techniques
DeFi market modeling using game theory and capital efficiency frameworks
Risk modeling and analytics using smart contracts

I’m proficient in Python, with experience using libraries like Pandas, NumPy, Matplotlib, Backtrader, and QuantLib, and currently strengthening my C++ skills to work on performance-intensive systems. I'm deeply interested in market microstructure, options and delta-one strategies, and the application of ML in finance.

Experience

Work history, roles, and key accomplishments

Part-Time Quant Researcher

CorrAI

Mar 2025 - Jul 2025 (4 months)

Built and tested crypto trading strategies (BTC, ETH, SOL). Focused on data analysis, signal design, and backtesting in Python. Independently handled all research and model work.

Python Quantitative Finance Quantitative Research Quantitative Analysis Cryptocurrency Bitcoin Trading strategies Trading Trading Systems Development

Quant Research Intern

A&J

Mar 2025 - Apr 2025 (1 month)

Conducted research on financial models for risk, investment, and asset pricing. Developed and back-tested portfolio strategies using time series data and collaborated on optimization and rebalancing techniques.Analyzed financial market data that helped in identifying trading opportunities and risk.

Python Quantitative Finance Quantitative Research Quantitative Analysis Back Test

Risk Quant Intern

Devine Group

Feb 2025 - Apr 2025 (2 months)

Developed quantitative models and smart contracts to improve DeFi capital efficiency and reduce risk. Used math and game theory to optimize liquidity and yield strategies. Contributed to open-source protocols and scalable DeFi systems.

Python Quantitative Finance Quantitative Research Quantitative Analysis Web3

Quant Analyst Intern

Om Associates

Jun 2024 - Jul 2024 (1 month)

Conducted comprehensive back-testing of investment strategies using Python, enhancing the performance and accuracy of financial models. Gained proficiency in financial modeling and analytical tools such as Python (pandas, numpy, matplotlib, backtrader, OpenBB, statsmodels, Quantlib) for data manipulation and visualization.

Python Financial Modeling Pandas NumPy Matplotlib Backtrader OpenBB QuantLib

Data Analyst Intern

Federation of Indian Export Organisation

Jul 2023 - Aug 2023 (1 month)

Analyzed and visualized import-export data of the Indian economy using MS Excel and Python. Reviewed research papers related to import and exports to gain domain knowledge and cleaned the data for analysis.

MS Excel Python Data Visualization Data Cleaning Research

Education

Degrees, certifications, and relevant coursework

Christ Deemed to be University Pune Lavasa Campus

Bachelor of Science, Economics and Analytics

2022 - 2025

The curriculum mainly included subjects like Macroeconomics ,Microeconomics, Linear Algebra ,Calculus , Python for Data Science, AI&ML , Behavioral Finance, Econometrics ,Game Theory , R, Discrete math .