Aug 2022 – Present · 3 yrs 7 mos · Dubai, United Arab Emirates · On-site

• With a deep understanding of the crypto market and emerging trends, I identify promising investment opportunities and navigate the rapidly evolving landscape. I am passionate about driving innovation and contributing to the growth of the blockchain ecosystem.

Jan 2022 – Jan 2024 · 2 yrs · Dubai, United Arab Emirates

Dec 2018 – Oct 2021 · 2 yrs 10 mos

• Cross assets (Equities, fixed-income instruments, currencies and commodities; as well as derivatives over them) systematic strategies.

Aug 2013 – Dec 2018 · 5 yrs 4 mos

• Quantitative Investment Strategist using Machine Learning and Big Data at JPMorgan Chase & Co.
• Co-authored the widely cited JPM publication “Big Data and AI strategies” by Marko Kolanovic and Rajesh T. Krishnamachari
• This was the first comprehensive text to demonstrate use of advanced machine learning techniques (ranging from xgboost to neural networks) and alternative data (including sentiment, commercial transaction and satellite imagery) to design systematic strategies across all asset classes. Proposed new taxonomy to cover alternative data relevant to investing.
• Analyzed market data using techniques drawn from machine learning, signal processing and financial econometrics to propose discretionary and systematic trades.

Jan 2018 – Jan 2024 · 6 yrs · London, England, United Kingdom

• One of the first Matic (Polygon Technology) investors

Oct 2010 – Feb 2011 · 4 mos

• Arena: Analytical Finance
• Supervisor: Prof. A.Banerjee,Dept of Finance, IIM Calcutta
• Performed the Company wise analysis of impact of live Electronic News on High frequency trading on European stock Exchange.
• Further studied the effect of daily volume and news on daily realized volatility, modeling it by modifying the GARCH model, thereby proposing News as a better proxy for information than volum

May 2010 – Jul 2010 · 2 mos

• Game Theory: Emergence of Cooperation in Social Networks. Supervisor: Prof. Y Narahari, Chairman, Computer Science and Automation Department, IISc Bangalore.
• Description: Worked on Social Network Analysis by applying Prisoner's Dilemma and Evolutionary Game Theory. Also did simulations for the “Transition towards effective payoff in the Prisoner's Dilemma game on Scale Free Network by introducing a normalization parameter”.