1. A Study of Organizational Locus of control on innovations and Its Influence on Market Performance-Text mining of earning calls report and classification through custom LLMS. (IIDS grant). Conducted extensive analysis on more than 50k documents (using NLP toolkit, Lang chain for structured JSON output) for text classification.

2. LM-Induced Response Functions: A Generative Framework for Reverse Inference of Continuous Latent Traits- Using Qualtrix, designed and ran two studies with 300+ respondents to examine how people are choosing headlines/bylines of the articles, each designed to activate one OCEAN trait. Performed Bayesian Ideal point estimation to obtain latent 5D personality vector and corelate that with true Big 5 scores. Ran LLM backward pass and compare LLMs to a psychometric gold standard (Bayesian ideal point model)

3. Formulate empirical strategies with memescore construction and matching to Market prices data 

4. Setup India. Data Portal- one stop data portal for govt data. Worked on visualizations, LGD-mapping, time series forcasting of the data from government sources, integrating technological innovation to establish data as a public good.

5. Revelio project: Analyzed 10 million rows dataset, performed statistical analysis and draw inferences.

If you want to collaborate, drop me a mail or connect with me on any social media