M.Sc. Big Data Analytics | Research Associate @ IIM Ahmedabad
I work at the intersection of data analytics, financial modelling, and ESG research. My projects span quantitative finance, machine learning, and business intelligence — built using institutional-grade data from Bloomberg Terminal, Capital IQ, and LSEG Workspace.
| Project | Domain | Key Methods |
|---|---|---|
| LSTM vs ARIMA — Energy Sector Stock Forecasting | Financial Forecasting | LSTM, ARIMA, Keras Tuner |
| ESG Drivers of Stock Returns | ESG / Quant Research | OLS Regression, R, Python |
| Portfolio Optimization — Markowitz Model | Portfolio Management | Monte Carlo, Markowitz, Sharpe Ratio |
| Sentiment Analysis of Hotel Reviews | NLP / Text Analytics | NLTK, TextBlob, Web Scraping |
| Time Series Analysis — Marine Fish Sales | Time Series | ARIMA, Forecasting, Python |
Languages: Python · R · SQL
ML / Modelling: LSTM · ARIMA · OLS Regression · Monte Carlo Simulation · Markowitz Portfolio Theory
Data & BI: Tableau · Excel (Advanced) · Pandas · NumPy · Scikit-learn
Financial Databases: Bloomberg Terminal · Capital IQ · LSEG Workspace
Tools: Jupyter · Google Colab · Git · yFinance · Keras / TensorFlow
