Toy Projects
Side projects, tools, and experiments in NLP, machine learning, and computational social science.
Climate NLP Models
Fine-tuned transformer models for analyzing climate communication in SEC filings and regulatory documents. Includes ClimateBERT variants and custom classifiers for detecting climate strategy signals in corporate disclosures.
CCS Public Comment Classifier
NLP pipeline for classifying public comments on Class VI carbon storage permits as in-scope or out-of-scope of EPA regulatory authority. Built for analyzing manufactured acceptance in CCS permitting.
Llama Fine-Tuning for Climate Text
Experimentation with fine-tuning Meta's Llama model for climate-specific text generation and analysis tasks. Exploring parameter-efficient fine-tuning approaches for domain adaptation.
Replication Data: Shareholder Pressure
Replication code and data for 'Limited Impacts of Shareholder Pressure on Climate Strategy of Fossil Firms' (Lomov & Mahdavi, 2025). Includes dynamic measurement model implementation and SEC filing analysis pipeline.