Pranav Tyagi
Ai Ml Researcher (Quant Finance) @ansa capital management GmbH
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WORK HISTORY
Ai Ml Researcher (Quant Finance) @ansa capital management GmbH
Frankfurt, DE
Researched and designed a trading strategy based on financial news, using LLMs and deep learning to transform unstructured text into trading signals.• Experimented with LLM prompt tuning and feature engineering to capture relevant information from news, fundamentals, and market data.• Built an end-to-end pipeline that ingests live news feeds, combines them with SQL-sourced fundamentals and price data, applies LLM-based event extraction, and outputs actionable signals; created dashboards to trace news through the system for interpretability.• Monitored strategy performance through Bloomberg Terminal and contributed attribution analysis in weekly market meetings.• Regularly presented findings and explained AI system behavior to colleagues and executives without a deep ML background, bridging research with real-world trading applications.
EDUCATION
University of Mumbai
Bachelor of Science - BS
University of Mannheim
Master of Science - MS
ABOUT PRANAV TYAGI
I build machine learning and LLM-based systems with a focus on making them usable…
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