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."

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

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.

Cut Claude Code token costs by delegating bulk LLM work to cheap models. 600+ models via NanoGPT, OpenRouter, Groq or local Ollama — batched, resumable, with real per-call cost tracking.

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.

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).

LLM для определения номера задачи из профильного ЕГЭ

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