John Punin

@somul18 · User

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Data Scientist, Software Architect, Phd in Computer Science

Mountain View, CA0 followers6 repositories

Repositories

somul18/LongHorizonAgent_v1

An AI agent that turns plain-English design requests into validated 3D CAD parts, staying accurate through thousands of engineering changes by keeping a small working state instead of a growing transcript.

★ 1PythonForks 0

somul18/kg_agent_repo_v1

Text-to-knowledge-graph agent powered by Claude, with an eval harness (node/edge scoring, SIA-wired) to track output quality over time.

★ 0PythonForks 0

somul18/RDF_Project_v1

Python RDF 1.1 engine with Pydantic v2 domain models, a collaborative Multi-Agent semantic pipeline powered by Gemini 2.5, and a FastAPI server with a glassmorphic developer UI.

★ 0PythonForks 0

somul18/RouteSportLocation

Python/Jupyter system for visualizing TSP routes across USA baseball stadiums using direct and car-route distances.

★ 0Jupyter NotebookForks 0

somul18/GraphScore

GraphScore is a Python system that stores sports game results in a team-by-team matrix and turns them into a directed graph. Teams are nodes with sport, division, and standing attributes; edges point from winners to losers and show win counts.

★ 0PythonForks 0

somul18/DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

★ 0PythonForks 0