Skip to content
Atlas profile

emmjayh

@emmjayhVerified GitHub profile

AI-Atlas score

Advanced
0100
Strongest
NLP & LLMs
64.0/100 domain score
Rank
14th=
Canada
4th=
  • CanadaLocation
  • 7 Nov 2026Mapped
  • 9 / 18AI projects
01Skills matrix

AI Skills Matrix

AI Skills Matrix scores, 0 to 100
Machine Learning63
Computer Vision18
Data Science9
NLP & LLMs64
AI Agents55
MLOps12

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

Substantial implementations with real depth.

02Evaluated projects6 of 9

18 public repositories → 9 with AI work, evaluated. The other 9 (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
67.9

Advanced

35% of Atlas Score

ML Application· Python

ProjectClocktower is an AI-powered application that serves as a Storyteller for the Blood on the Clocktower board game, featuring voice interaction, dynamic narration, and integration with online gaming platforms.

NLP & LLMs0.80Machine Learning0.70AI Agents0.50MLOps0.20
02
52.9

Implementation

17% of Atlas Score

Agent System· TypeScript

AutoGPT-Next-Web is a full-stack web application providing a user-friendly interface for interacting with AI agents, featuring authentication, internationalization, and multiple deployment options.

AI Agents0.90NLP & LLMs0.70
03
56.9

Implementation

17% of Atlas Score

Inference System· TypeScript

SingWithMe is a real-time karaoke assistance application that uses ONNX-based voice activity detection and pitch estimation to dynamically mute guide vocals, helping singers stay on pitch. It features a desktop JUCE/C++ client with a configurable audio pipeline and a web server for handling purchases and content delivery.

Machine Learning0.90
04
57.0

Implementation

13% of Atlas Score

AI Developer Tool· Python

CCWhisperer is a tool that provides automatic explanations of code changes made in Claude Code sessions by leveraging local Ollama language models. It consists of a hook script that captures diffs and generates explanations, and a web dashboard for viewing and managing these explanations.

NLP & LLMs0.70Machine Learning0.60AI Agents0.20
05
47.8

Implementation

9% of Atlas Score

ML Application· TypeScript

XPostLab (AI Content Coach) is a full-stack monorepo application designed to transform raw thoughts into polished social media content using a persona-driven generation system, currently featuring a working UI and API with mocked LLM integration.

NLP & LLMs0.80Machine Learning0.60Data Science0.20
06
46.5

Implementation

4% of Atlas Score

AI Developer Tool· Python

diffwhisperer is an AI developer tool that integrates with Claude Code to automatically generate natural language explanations of code changes using local Ollama models. It provides a hook for real-time explanations and a web dashboard for viewing, filtering, and regenerating these explanations.

NLP & LLMs0.80Machine Learning0.40