galois17

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Khem galois17

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Automation & Machine Learning & Integrations. Familiar with Python, Java, C++, R, Matlab, Ruby, and Typescript

19 followers · 14 following

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galois17/README.md

👋

🔭 I’m currently working on:
- Reviewing Kestra's codebase https://github.com/galois17/kestra
- 🔐 Security
  - CVE-2017-12149 playground https://github.com/galois17/cve-2017-12149-playground
  - CVE-2026-21858; n8n exploit-ni8mare sandbox https://github.com/galois17/n8n-ni8mare-educational
- Containers
  - Dockerized OAuth1.0a sandbox https://github.com/galois17/oauth1-sandbox
  - Dockerized Oauth2 sandbox (WIP)
- AI/ML
  - MCP server pairing pickleball/tennis players in a recreational tournament setting: https://github.com/galois17/mcp-py-tournament
  - MCP server for grading: https://github.com/galois17/mcp-grader
  - one-shot learning for multiband spectral signal using Siamese networks: https://github.com/galois17/sig_one_shot.git
  - generative modeling for multiband signals
  - RAG with multiband signals: https://github.com/galois17/sig_embeddings_with_rag.git
- Budgetted sequential decision making
🤔 I’m looking for help with
- https://github.com/oauth-xx/oauth-ruby/

Machine Learning and Statistics
- One-shot, few-shot learning for multiband signals
Large Language Models (LLM) and RAG
- Take embeddings from Siamese network, and apply LLM (with RAG)
Signal processing
- Signal extraction

Pinned Loading

sig_one_shot sig_one_shot Public

One-shot learning using Siamese network

Python
sig_embeddings_with_rag sig_embeddings_with_rag Public

LLM with RAG, embeddings from Siamese network

Python
react-simple-gate react-simple-gate Public

TypeScript
mcp-grader mcp-grader Public

Python
mcp-py-tournament mcp-py-tournament Public

Python
ruby-oauth/oauth ruby-oauth/oauth Public

🔑 A Ruby wrapper for OAuth 1.0, and 1.0a protocols; clients & servers

Ruby 676 264