Ananya Singhal

AI Researcher

Mumbai, Maharashtra, India3 yrs 1 mo experience

Key Highlights

  • Expert in high-frequency trading strategies.
  • Proficient in stochastic modeling and quantitative analysis.
  • Strong background in optimization theories and data-driven insights.
Stackforce AI infers this person is a Fintech Quantitative Researcher with expertise in trading strategies and data analysis.

Contact

Skills

Other Skills

high-frequency tradingoptimization theoriesprobabilityquantitative analysisstatisticsstochastic processes

About

I am a mathematician with over a year of hands-on experience as a quantitative researcher, specializing in high-frequency trading strategies and stochastic processes. My background includes developing and implementing advanced probability, statistics, and optimization theories, which are crucial for quantitative analysis. With a proven track record in high-frequency trading environments, I have honed my skills in applying stochastic models to real-world financial data. I am adept at leveraging my technical expertise to drive data-driven insights and solutions. Quick to adapt and eager to tackle new challenges, I thrive both independently and within collaborative teams, continuously seeking opportunities to deepen my knowledge and contribute to innovative research.

Experience

Jpmorganchase

Quant Research Associate

Sep 2025Present · 6 mos · Mumbai, Maharashtra, India · On-site

  • Optimizing portfolio efficiency with an emphasis on post-tax returns

Open futures group

2 roles

Quantitative Researcher

Jun 2023Aug 2025 · 2 yrs 2 mos · Noida, Uttar Pradesh, India

  • Dissecting and refining raw market data to generate alpha based on micro-structure of the order book.
  • Using stochastic volatility models for trading the volatility curve skew, and the term structure.

Intern

Dec 2022May 2023 · 5 mos · Noida, Uttar Pradesh, India

  • Quant research trainee
  • Preprocessing large amounts of data and generating signals
  • Using statistics and stochastic modeling to devise optimum derivative trading strategies

Indian institute of technology, bombay

A novel distributed algorithm for non-convex optimization (Master's Thesis)

Jul 2022Dec 2022 · 5 mos · Mumbai, Maharashtra, India · On-site

  • Devising a novel distributed algorithm for non-convex optimization based on the Shapley-Folkman theorem

Education

Centre for Excellence in Basic Sciences

Int. M.Sc. Mathematics — Mathematical Statistics and Probability

Aug 2018May 2023

Arihant Public School, Kota

Class XII (CBSE)

Apr 2016Apr 2018

Mayo College, Ajmer

Up till Class X (CBSE)

Apr 2009Mar 2016

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