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Atlas profile

jerry howell

@openconstructVerified GitHub profile

50 yr old disabled guy, Used to make games, then I made crypto, now I make AI. AKA @jerrimus & @pennykoin

AI-Atlas score

Advanced
0100
Strongest
AI Agents
65.8/100 domain score
Rank
14th=
United States
3rd
  • United StatesLocation
  • 7 Nov 2026Mapped
  • 18 / 51AI projects
01Skills matrix

AI Skills Matrix

AI Skills Matrix scores, 0 to 100
Machine Learning57
Computer Vision0
Data Science39
NLP & LLMs64
AI Agents66
MLOps29

Each node is one domain, scored only from evidence in these public repositories. Select one to see why.

Deep, repeated, well-engineered work in this domain.

02Evaluated projects6 of 18

51 public repositories → 18 with AI work, evaluated. The other 33 (repositories without AI code, forks and empty repositories) are not scored and have no effect on the result. How repositories are selected

Ranked by contribution

Ordered by how much each project adds to the Atlas score, not by its own score. A project with evidence in several domains can rank above one with a slightly higher project score. Choose a domain to focus on the projects with meaningful evidence there.

01
52.6

Implementation

29% of Atlas Score

Benchmarking Project· Python

This repository hosts and visualizes results from the Disposition benchmark, providing tools to validate submissions and generate comparative charts of language models across seven dispositional traits.

NLP & LLMs0.90Machine Learning0.80Data Science0.60MLOps0.40
02
70.7

Advanced

18% of Atlas Score

AI Developer Tool· Python

Enclosure is a behavioral scenario harness for evaluating AI models' tool use and interactive behavior in controlled, reproducible environments using simulated tools and scripted agents.

NLP & LLMs0.80AI Agents0.70Machine Learning0.60MLOps0.40
03
61.0

Advanced

16% of Atlas Score

Agent System· Python

Domicile is a continuous agent system with a persistent memory and tool usage capabilities, designed to run locally. It includes a training component using GRPO to improve the agent's performance on custom-generated scenarios.

AI Agents0.90NLP & LLMs0.70Machine Learning0.60MLOps0.20
04
55.0

Implementation

13% of Atlas Score

ML Application· Python

GemDesk is a desktop application that leverages Google's Gemini 3 Flash model to enable multi-file analysis, including document conversion, question answering, chart generation, and report generation via a graphical user interface.

NLP & LLMs0.80Machine Learning0.70Data Science0.50AI Agents0.20
05
58.9

Advanced

10% of Atlas Score

Benchmarking Project· Python

Disposition is a benchmarking tool for evaluating tool-using AI models across seven behavioral traits (curiosity, creativity, patience, accommodation, hubris, sycophancy, and instruction following). It relies on the Enclosure harness to run scenarios and provides grading logic to assess model performance.

AI Agents0.90NLP & LLMs0.70Machine Learning0.60
06
46.8

Implementation

7% of Atlas Score

ML Application· HTML

ERNIE Desktop is a local AI desktop application that integrates llama.cpp for LLM inference, a FastAPI server for web search and system telemetry, and a web-based user interface. It is designed to run on Linux and single-board computers, providing an offline-capable assistant with real-time web search augmentation.

NLP & LLMs0.90Machine Learning0.80