Gaytri Gupta
@gaytri
I’m an MBA Digital Business candidate with 15+ months in capital markets and AI finance evaluation for BFSI models.
IndiaWhat I'm looking for
I’m a Finance domain expert and MBA candidate (Digital Business) at IIIT Lucknow, bringing 15+ months of hands-on capital markets experience across equity dealing, derivatives execution, and portfolio management.
I’m NISM Series VIII certified, and I focus on using rigorous evaluation to improve AI-generated finance content—applying LLM response evaluation, RLHF preference ranking, prompt engineering, and finance-domain data annotation for fine-tuning. I help teams strengthen hallucination detection, instruction-following evaluation, and response quality assessment grounded in equity research, financial statement analysis, quantitative modelling, and SEBI regulatory frameworks.
In my roles and projects, I’ve built strong “data accuracy under pressure” instincts—managing 50+ client portfolios and executing 200+ daily transactions—while also developing automated finance tooling and valuation models. I bring a compliance-aware, human-in-the-loop mindset to ensure both factual accuracy and regulatory correctness in BFSI-focused LLM workflows.
Experience
Work history, roles, and key accomplishments
Senior Executive
Geojit Financial Services
May 2025 - Jul 2025 (2 months)
Managed 50+ client portfolios across equity and derivatives markets (AUM INR 84L–1Cr), tracking risk-adjusted performance and producing structured financial reporting for benchmark accuracy. Optimized asset allocation using quantitative modeling and Excel Solver, improving portfolio returns by 8–10%, while coordinating with compliance and risk teams to maintain SEBI adherence.
Equity Dealer
Rudra Shares & Stock Brokers Ltd.
Sep 2023 - Jul 2024 (10 months)
Executed and monitored 200+ daily equity and derivatives transactions across 30+ client accounts on NSE and BSE, strengthening real-time data accuracy and instrument pattern recognition. Managed margin exposure and risk controls, monitored stop-loss levels under live market pressure, and applied equity valuation and derivatives pricing knowledge to detect inconsistencies in high-stakes outputs.
Finance Intern
Hindalco Industries Ltd.
Jun 2023 - Aug 2023 (2 months)
Analyzed P&L, balance sheets, and cash flow statements across three business units, benchmarking performance against Vedanta using 10+ KPIs across profitability, liquidity, and efficiency. Supported budgeting, forecasting, and variance analysis workflows and prepared stakeholder presentations to communicate results clearly.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Information Technology, Lucknow
Master of Business Administration, Digital Business
2025 - 2027
Grade: 9.2
Activities and societies: National Finalist, Top 1%– Fusion Forge Case Competition, IIT BHU; selected from 500+ participants nationwide across finance and strategy tracks
Pursuing a Master of Business Administration in Digital Business at IIIT Lucknow (July 2025 to July 2027).
University of Lucknow
Bachelor of Commerce (Hons.), Accounting & Finance
2021 - 2024
Grade: 75%
Activities and societies: Competitive Table Tennis Player– State, District & Inter-University Medallist Podium finishes at state, district, and inter-university levels; represents IIIT Lucknow in intercollegiate competition
Completed a Bachelor of Commerce (Hons.) in Accounting & Finance from the University of Lucknow (August 2021 to July 2024) with 75%.
Availability
Location
IndiaAuthorized to work in
Social media
Job categories
Skills
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