- MSME risk assessment for major logistics and payment product clients, developing a framework for efficient risk evaluation.- Supported in enhancing model accuracy by recommending key parameters for more precise MSME risk evaluations

EMEA Emerging Markets (UAE, Oman, Lebanon)- Conducted in-depth analyses of companies across a range of credit ratings, from investment grade to distressed companies, evaluating business models, financial positions, and sector-specific risks to form strategic insights.- Developed end-to-end transaction expertise in managing diverse financial products, including revolving credit facilities, term loans, market instruments (F&O, derivatives, and repos), cash management solutions (notional pools and cash concentration), among others.- Led client due diligence and contributed to documentation processes (ISDA, GMRA, Term Loan / Revolving credit facility, cash management), analyzing financial models and projections across multiple scenarios to identify value drivers.- Managed client portfolio of 150+ entities across diverse sectors such as Oil & Gas (including drilling), Utilities, Infrastructure, Aviation (commercial and private), Shipping, Consumer Retail, Metals, Power, Healthcare, Financial Institutions (including Ministries of Finance), and Financial Sponsors (including Sovereign Wealth Funds, Pension Funds).- Analyzed the impact of key macroeconomic events—such as rising inflation, the Turkey currency crisis, the Russia-Ukraine conflict, and the Israel-Hamas conflict—on corporate, FIG, and fund portfolios.

- Supported L&T Ltd in transitioning from LIBOR on external commercial borrowings, analyzing impacts and recommending backward-looking methodologies for term rates, reducing basis risk.- Engaged with national and international banks to assess market sentiment on the 2021 LIBOR transition, providing strategic inputs to maintain hedge alignment and to update loan agreements with robust fallback language.

- Applied technical analysis and NIFTY50 option strategies to optimize entry/exit points and boost portfolio performance.- Refined proprietary algorithms and conducted market profile analysis to maximize returns and identify potential investments