Jan 2025 – Sep 2025 · 8 mos · Navi Mumbai, Maharashtra, India

Jan 2024 – Dec 2024 · 11 mos · Navi Mumbai, Maharashtra, India

May 2023 – Aug 2023 · 3 mos · Edinburgh, Scotland, United Kingdom · Hybrid

• Creating Synthetic Data for Financial Trading
• Develop different algorithms/implementations for creating synthetic data for financial trading.
• Use synthetic time series data to conduct counterfactual experiments for stress-testing of Predictiva's trading models.
• Propose evaluation techniques to test whether the trading model has learnt better the dynamics of the underlying system, as a result of training with synthetic data.
• Show how synthetic data could effectively help improve trading models and how they can enhance strategy backtesting.

Jul 2018 – Sep 2021 · 3 yrs 2 mos · Jaipur, Rajasthan, India

• Traded and managed a portfolio of futures contracts for crude oil and its refined products, achieving an average daily turnover of over 500 lots, with a best week yield of $16,000.
• Conducted a comprehensive analysis of a significant volume of historical data, spanning from hourly to monthly intervals, to uncover patterns and trends that could inform strategic trading decisions.
• Identified top 5 strategies out of 300+, to execute trade within 120 seconds by designing signal-based entry/exit automated excel models.
• Designed a dashboard to incorporate 20+ variables track 300+ strategies across 5 products.
• Employed statistical techniques such as regression and correlation to derive data-driven trading decisions.
• Conducted extensive research and analysis of macroeconomic factors to identify potential trading opportunities. Also, closely monitored global developments and major risk events to stay informed of current conditions and potential impacts on the market.
• Collaborated with the development team to design and build "Quanthub," a powerful tool used for analysing historical fundamental data, generating trading signals, and studying seasonality in commodity spreads trading.

May 2017 – Jul 2017 · 2 mos · Ahmedabad Area, India

• Conducted research on aggregate operators and enhanced them with discriminative features to improve their functionality.
• Implemented the discriminative aggregate operators on a real-world case study to evaluate their effectiveness and gain practical insights.

Dec 2016 – Dec 2016 · 0 mo · Vadodara, Gujarat, India

• Conducted an in-depth study of the Fluidized Catalytic Cracking (FCC) unit to gain a comprehensive understanding of the cracking mechanism of large oil molecules using powdered catalyst and the production of various priced hydrocarbons.
• Analysed the operation of the Gujarat Hydrocracker unit to comprehend the cracking mechanism of Vacuum Gas Oil (VGO) and Hydrogen GAS.

Aug 2016 – May 2017 · 9 mos · Guwahati Area, India

Oct 2014 – Jul 2015 · 9 mos · Nagaur Area, India

• Successfully organized and executed the first-ever Technothlon championship in Nagaur, with a participation of approximately 1000 students.
• Actively promoted and encouraged student participation through various means and effectively collaborated with senior authorities of prominent schools to ensure a smooth and successful conduct of the event.