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Harminder Singh

@harmindersingh7

Quantitative Research Consultant building OptionLab and systematic equity and options strategies across Indian and US markets.

India
Message

I built OptionLab, an in-house research and trading platform for NSE and US markets, with screeners, a backtest engine, paper trading, an earnings screener and an options dashboard linked to Interactive Brokers and Upstox.

As a Quantitative Research Consultant, I researched and backtested a Nifty 50 long/short price-action strategy over 7,880 trades, with a 22.9% CAGR and a Sharpe ratio of 1.83. I also adapted StockGPT to Indian equities and benchmarked it against LightGBM, Amazon Chronos and momentum.

For a Singapore-based family office, I managed a portfolio over one year that beat the Nifty 50 through systematic strategy design and risk-managed execution. I also built a VaR(95) framework for a client's leveraged US equity account, using 10,000-path Monte Carlo and VaR-based position sizing.

At QVT Financial LP, I delivered market analysis, order-flow insights and arbitrage research to senior portfolio managers, and prepared valuations and month-end pricing. At Arcesium, I led onboarding and end-to-end implementation of a new client and worked on transaction, holdings, futures, swaps and cash reconciliation.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

QuantInsti logoQU

QuantInsti

Executive Programme in Algorithmic Trading, Algorithmic Trading

Completed the Executive Programme in Algorithmic Trading (EPAT) in 2026.

Bloomberg logoBL

Bloomberg

Bloomberg Market Concepts, Financial Markets

Completed Bloomberg Market Concepts certification in 2025.

NI

NISM

NISM Series VIII, Securities Markets

Completed NISM Series VIII certification in 2025.

QuantInsti logoQU

QuantInsti

Python for Trading, Python for Trading

Completed Python for Trading certification from QuantInsti in 2025.

CMT Association logoCA

CMT Association

Chartered Market Technician, Technical Analysis

Earned the Chartered Market Technician (CMT) designation in December 2022.

LD

Lal Bahadur Shastri Institute of Management, Delhi

MBA, Management

Completed an MBA from Lal Bahadur Shastri Institute of Management, Delhi in 2017.

MS

Manav Bharti University, Solan

B.Com, Commerce

Completed a Bachelor of Commerce from Manav Bharti University, Solan in 2014.

Tech stack

Software and tools used professionally

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