Research Assistant in AI & Finance | Lehigh University | AI Research
Developed AI-driven frameworks for stock prediction using NLP, alternative data, and quantitative models, focusing on unpriced KPIs and optimization strategies
- ▪ Trained Llama and other quantized models to extract predictive signals from 10-K filings and alternative data
- ▪ Applied NLP and feature engineering on conference call transcripts to uncover alpha signals and insights
- ▪ Developed a framework to predict stock outperformance by analyzing unpriced KPIs and external signals
LLM
NLP
Machine Learning
Alternative Data
Equity Prediction
Data Science Intern | King Street Capital Management LP | Hedge Fund
Developed Framework & model for KPI Prediction, implemented alternative data strategies, and learnt about Optimization
- ▪ Converted unstructured alternative data into structured data & utilized to predict KPI growth/decline
- ▪ Back testing on 14 million+ survey responses for 3000+ companies across 84 industries
- ▪ Created a framework based on a unique methodology to translate data signals into investable actions
- ▪ Worked with the hedge fund’s research team in front office, providing insight from alternative data
Data Science
Python
SQL
Alternative Data
Fixed Income Prediction