llm-classification

Source code for the data analysis and models, including the FewSOC prompting framework for O*NET-SOC classification, used in the paper "Leveraging Large Language Models for Career Mobility Analysis: A Study of Gender, Race, and Job Change Using U.S. Online Resume Profiles."

LLM agent that ingests, transforms (dbt), validates and serves data across DuckDB / MotherDuck / BigQuery, with task decomposition, tool calling, memory, retry, evaluation and monitoring; includes a mini Anthropic-Economic-Index module that classifies LLM usage into occupation shares.

CORSA is a Python tool for scraping, cleaning, and analyzing AUA course data from SONIS and GenEd sources.

Dexy — Twin Health's first production AI agent. Monitors an IMAP inbox for Dexcom sensor-replacement emails and classifies them with an LLM (baseline + RAG).

A privacy-first, automated personal finance manager that parses bank transaction SMS alerts locally on-device, applying custom rules, heuristics, and LLM classifiers to separate personal spending from investments, transfers, and family cashflows.

Tracks policy events acting on the AI compute supply chain, coded against a framework fixed before any data was collected, from primary legal sources.

LLM для определения номера задачи из профильного ЕГЭ

Python package that provides NLP template engine for making different kinds of computational workflows.