May 2022 – Jul 2022 · 2 mos · Mumbai, Maharashtra, India

• Evaluated client’s quality, risk & loyalty based on assets attributes, trade volumes’ cash exposure and Customer Lifetime Value (CLTV)
• Applied K-means clustering to sift clients & segment the rest into 6 hierarchical units using the total portfolio value, Q-score & R-score
• Assisted the marketing team by identifying potential investors of equity-backed secured debt & estimating their maximum credit limit
• Devised prioritisation rules based on risk margins & value for brokers to liquidate MTF positions covering ledger balance on T+7 day

Jan 2022 – Apr 2022 · 3 mos · Bangalore Urban, Karnataka, India

• Conducted comparative analysis of Equity, Commodity & Bond ETFs using key parameters like Returns, VaR, CVaR & Sharpe Ratio
• Analysed Risk & Return sensitivity of Risk-adjusted returns with change in investment horizons using the Nifty 50 data from 2000-2020
• Compiled the project findings in a manuscript which is submitted for publication to the Journal of Behavioral and Experimental Finance
• Recommended risk-adjusted returns approach to eliminate behavioural biases & help risk-indulgent investors make informed decisions

Jun 2021 – Sep 2021 · 3 mos · Bengaluru, Karnataka, India

• Programmed Similarity Search Algorithm (MASS) to find n-days price trend in historical subsequences that possess > 90% correlation
• Upgraded conventional ARIMA model incorporating MASS & fractionally differenced time-series as input in place of prices/returns
• Developed an integrated model for predicting fat-tail returns using ARFIMA, ARCH & Gaussian Mixture Model with < 1% RMSE
• Implemented and back-tested the programs & strategies developed on a different set of stocks helping the PMs better time the market

Nov 2019 – Mar 2020 · 4 mos · Kharagpur, West Bengal, India

• Mentored a batch of 70+ GES Interns & 150+ CAs to run a nationwide marketing drive across 300+ colleges throughout the year
• Contributed to planning and execution of Empresario, an annual business model competition which has prize money of INR 35 Lakh
• Solely planned & organised a marketing case study competition in collaboration with the HRX brand which has prizes worth INR 20000

Mar 2019 – Nov 2019 · 8 mos · Kharagpur, West Bengal, India

• Spearheaded Entrepreneurship Awareness Drive (EAD) in Bhopal for session 2019-20 which saw a participation of 1000+ students
• Solely Ideated and organised the first-ever edition of E-start in Bhopal which saw the participation of 5 student-run startups & 2 mentors
• Partnered with 2 media, 4 outreach and 1 Television news channel (MP News) for online, offline marketing and live event coverage

Sep 2018 – Mar 2019 · 6 mos · Kharagpur, West Bengal, India

• Promoted Global Entrepreneurship Summit 2019 in Indore.