Skip to main content
Aditya GuptaAG
Looking for a job

Aditya Gupta

@adityagupta29

Quant trader and ML consultant who developed options strategies and an automated underwriting pipeline.

India
Message

At Alphagrep Securities, I developed a data-driven mid-frequency strategy for Index options, working across research, pricing, testing, and execution. I also worked on a long gamma strategy for SPX weekly options, using time-series modeling and parameter optimization to address theta decay.

At Optiver B.V., I built systematic delta trading strategies for Nasdaq-100 closing auctions and modeled auction microstructure. As a Trader Intern, I built automated trading and quoting systems in Python for simulated exchanges and designed a volatility-adaptive market-making strategy.

As an independent ML research consultant at AMU Leasing pvt ltd, I worked on income estimation, EV adoption, risk, and optimal pricing. I developed an automated underwriting pipeline, documents Q&A RAG, and conversational intelligence extraction.

In my independent projects, I developed a hybrid RAG system for quant research papers and a Streamlit-based automated backtesting research pipeline. I also researched statistical arbitrage and NIFTY options signals, drawing on my Electrical Engineering studies at Indian Institute of Technology Bombay.

Experience

Work history, roles, and key accomplishments

AL

Independent ML Research Consultant

AMU Leasing Pvt Ltd

Jan 2024 - Jan 2026 (2 years)

Developed ML capabilities at the firm, including automated underwriting pipelines, document Q&A RAG, and conversational intelligence extraction. Worked on estimating income, EV adoption, macroeconomic risk, geography risk, and optimal pricing.

Optiver B.V. logoOB

Trader Intern

Optiver B.V.

May 2021 - Jun 2021 (1 month)

Learned options theory and company desk operations. Built automated trading and quoting systems in Python for simulated exchange environments, and designed a volatility-adaptive market making strategy.

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Bombay logoIB

Indian Institute of Technology Bombay

Bachelor of Technology, Electrical Engineering

Majored in Electrical Engineering, with electives focusing on Markov Chains and Game Theory.

Interested in hiring Aditya?

You can contact Aditya and 90k+ other talented remote workers on Himalayas.

Message Aditya

People also viewed

View all talent

Get matched with your dream remote job

Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan