Deep Ghosh

CEO

New York, New York, United States17 yrs 9 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in algorithmic trading and machine learning.
Proven track record in developing predictive models.
Leadership experience in global trading strategies.

Stackforce AI infers this person is a Fintech expert specializing in algorithmic trading and machine learning.

Contact

Skills

Core Skills

Algorithmic TradingMachine Learning

Other Skills

PythonSQLPandasStatistical AnalysisData AnalysisRMatlabCC++DerivativesTrading SystemsTradingElectronic TradingEquitiesOptions

About

Algorithmic Trader/Data Scientist specializing on researching financial data sets and implementing predictable mathematical models using state of the art Machine Learning Techniques.

Experience

Goldman sachs

2 roles

Managing Director and Global Head, Futures Execution Strats

Promoted

Jan 2026 – Present · 2 mos

Vice President

Oct 2017 – Dec 2025 · 8 yrs 2 mos

Tower research capital

Quantitative and Algorithmic Trader

Aug 2016 – Sep 2017 · 1 yr 1 mo · Greater Chicago Area

Kcg holdings, inc.

Algorithmic Trader

Apr 2012 – Jul 2016 · 4 yrs 3 mos · Chicago,IL

Perform trading using statistical and mathematical approaches and develop new models to leverage trading capabilities.
Develop high performance trading models using mathematical and statistical analyses in Python and implement them. Work with super-large datasets to extract data and turn data into tradable information using SQL and Pandas. Provide quantitative analyses to benefit trading team and analyze noisy data. Produce trading ideas and design overall strategies.
Adapt Machine Learning algorithms to generate predictive mathematical models. Engineer software applications for high frequency trading and develop logical theories for trade execution.

PythonSQLPandasMachine LearningStatistical AnalysisAlgorithmic Trading

Drw trading group

Algorithmic Trader

Mar 2008 – Mar 2012 · 4 yrs · Chicago, IL

Trading Derivatives (Futures, Swaps) on Crude Oil and Distillates over the counter and managing risks associated with the positions put on.
Designing predictive Mathematical models to trade these instruments.
Studying high-frequency financial data and analyzing market behavior.
Formulating and applying mathematical modeling and other optimization methods to develop and evaluate algorithmic trading systems and using those in the marketplace to make real time trading decisions.