_   _              _   _  ___     _      
  /_\ | |__  ___ _  _| |_| |/ / |___(_)_ _  
 / _ \| '_ \/ _ \ || |  _| ' <| / -_) | ' \ 
/_/ \_\_.__/\___/\_,_|\__|_|\_\_\___|_|_||_|
 _                   ___         __                   
|_)  _  |_  o ._   _| | |_   _  (_   _  _  ._   _   _ 
|_) (/_ | | | | | (_| | | | (/_ __) (_ (/_ | | (/_ _> 
        
           _                 _    _  ___      _       
     /\   | |               | |  | |/ / |    (_)      
    /  \  | |__   ___  _   _| |_ | ' /| | ___ _ _ __  
   / /\ \ | '_ \ / _ \| | | | __||  < | |/ _ \ | '_ \ 
  / ____ \| |_) | (_) | |_| | |_ | . \| |  __/ | | | |
 /_/    \_\_.__/ \___/ \__,_|\__||_|\_\_|\___|_|_| |_|
  ___      _    _         _ _____ _        ___                      
 | _ ) ___| |_ (_)_ _  __| |_   _| |_  ___/ __| __ _ _ ___ ___ _ _  
 | _ \/ -_) ' \| | ' \/ _` | | | | ' \/ -_)__ \/ _| '_/ -_) -_) ' \ 
 |___/\___|_||_|_|_||_\__,_| |_| |_||_\___|___/\__|_| \___\___|_||_|
        

+-------------+--------------+-------------+
| Skills      | Interests    | Projects    |
| Education   | Experience   | GitHub      |
+-------------+--------------+-------------+
+---------+-------------+-------------+---------------+-------------+----------+
| Skills  | Education   | Interests   | Experience    | Projects    | GitHub   |
+---------+-------------+-------------+---------------+-------------+----------+

Skills

+--------------------+---------------------+
| Category           | Skills              |
+--------------------+---------------------+
| AI & Machine       | PyTorch,            |
| Learning           | TensorFlow,         |
|                    | LangChain, vLLM,    |
|                    | DSP                 |
+--------------------+---------------------+
| GPU & CUDA         | NVIDIA CUDA, cuDNN, |
| Computing          | Nsight, GPU         |
|                    | profiling           |
+--------------------+---------------------+
| Python Ecosystem   | FastAPI, pydantic,  |
|                    | asyncio             |
+--------------------+---------------------+
| Node.js &          | Express, Bun,       |
| JavaScript         | TypeScript,         |
|                    | Playwright          |
+--------------------+---------------------+
| Infrastructure &   | Docker, K8s,        |
| DevOps             | OpenShift, Ansible, |
|                    | Cloudflare          |
+--------------------+---------------------+
| Linux / Embedded   | shell, kernel       |
|                    | modules,            |
|                    | cross-compilation   |
+--------------------+---------------------+
| Programming        | Python, JavaScript, |
| Languages          | C, C++, Java, Go,   |
|                    | Rust                |
+--------------------+---------------------+
| Frontend           | React, Vue.js,      |
| Frameworks         | Angular, Svelte,    |
|                    | Bootstrap           |
+--------------------+---------------------+
| Backend Frameworks | Django, Flask,      |
|                    | Node.js, Rails      |
+--------------------+---------------------+
| Databases          | MySQL, PostgreSQL,  |
|                    | MongoDB, SQLite,    |
|                    | Redis               |
+--------------------+---------------------+
| Version Control    | Git, GitHub,        |
|                    | GitLab, Bitbucket   |
+--------------------+---------------------+
| Cloud Platforms    | AWS, Google Cloud,  |
|                    | Azure, Heroku, DO   |
+--------------------+---------------------+
| Mobile Development | Flutter, React      |
|                    | Native, Swift,      |
|                    | Kotlin              |
+--------------------+---------------------+
| Testing Frameworks | Jest, Mocha,        |
|                    | Cypress, PyTest,    |
|                    | Selenium            |
+--------------------+---------------------+
| CI/CD Tools        | CircleCI, TravisCI, |
|                    | GitHub Actions,     |
|                    | Jenkins             |
+--------------------+---------------------+
| Operating Systems  | Linux/GNU Debian,   |
|                    | macOS, Windows,     |
|                    | Alpine              |
+--------------------+---------------------+
| Scripting          | Bash, PowerShell,   |
| Languages          | Perl                |
+--------------------+---------------------+
| Cybersecurity      | Wireshark,          |
| Tools              | Metasploit, Nmap,   |
|                    | Burp Suite          |
+--------------------+---------------------+
| APIs & Protocols   | REST, GraphQL,      |
|                    | WebSocket, gRPC,    |
|                    | SOAP, API design    |
+--------------------+---------------------+
| Software & Tools   | Visual Studio Code, |
|                    | Vim, Neovim, IDEA   |
+--------------------+---------------------+
| Data Science Tools | Pandas, NumPy,      |
|                    | Scikit-learn,       |
|                    | Jupyter, Matplotlib |
+--------------------+---------------------+
| Networking         | TCP/IP, DNS,        |
|                    | HTTP/HTTPS, FTP,    |
|                    | SSH                 |
+--------------------+---------------------+
| Project Management | Jira, Trello,       |
| Tools              | Asana, Monday.com   |
+--------------------+---------------------+
| APIs               | Google Maps API,    |
|                    | Twitter API, Stripe |
|                    | API                 |
+--------------------+---------------------+
+--------------------------+---------------------------------------------------+
| Category                 | Skills                                            |
+--------------------------+---------------------------------------------------+
| AI & Machine Learning    | PyTorch, TensorFlow, LangChain, vLLM, DSP         |
| GPU & CUDA Computing     | NVIDIA CUDA, cuDNN, Nsight, GPU profiling         |
| Python Ecosystem         | FastAPI, pydantic, asyncio                        |
| Node.js & JavaScript     | Express, Bun, TypeScript, Playwright              |
| Infrastructure & DevOps  | Docker, K8s, OpenShift, Ansible, Cloudflare       |
| Linux / Embedded         | shell, kernel modules, cross-compilation          |
| Programming Languages    | Python, JavaScript, C, C++, Java, Go, Rust        |
| Frontend Frameworks      | React, Vue.js, Angular, Svelte, Bootstrap         |
| Backend Frameworks       | Django, Flask, Node.js, Rails                     |
| Databases                | MySQL, PostgreSQL, MongoDB, SQLite, Redis         |
| Version Control          | Git, GitHub, GitLab, Bitbucket                    |
| Cloud Platforms          | AWS, Google Cloud, Azure, Heroku, DO              |
| Mobile Development       | Flutter, React Native, Swift, Kotlin              |
| Testing Frameworks       | Jest, Mocha, Cypress, PyTest, Selenium            |
| CI/CD Tools              | CircleCI, TravisCI, GitHub Actions, Jenkins       |
| Operating Systems        | Linux/GNU Debian, macOS, Windows, Alpine          |
| Scripting Languages      | Bash, PowerShell, Perl                            |
| Cybersecurity Tools      | Wireshark, Metasploit, Nmap, Burp Suite           |
| APIs & Protocols         | REST, GraphQL, WebSocket, gRPC, SOAP, API design  |
| Software & Tools         | Visual Studio Code, Vim, Neovim, IDEA             |
| Data Science Tools       | Pandas, NumPy, Scikit-learn, Jupyter, Matplotlib  |
| Networking               | TCP/IP, DNS, HTTP/HTTPS, FTP, SSH                 |
| Project Management Tools | Jira, Trello, Asana, Monday.com                   |
| APIs                     | Google Maps API, Twitter API, Stripe API          |
+--------------------------+---------------------------------------------------+

Education

+-------------------+---------------+------+
| Degree /          | Institution   | Year |
| Certificate       |               |      |
+-------------------+---------------+------+
| B.S. Neuroscience | Virginia Tech | 2026 |
+-------------------+---------------+------+
| Minor in Computer | Virginia Tech | 2026 |
| Science           |               |      |
+-------------------+---------------+------+
+-------------------------------------------+------------------------+---------+
| Degree / Certificate                      | Institution            | Year    |
+-------------------------------------------+------------------------+---------+
| B.S. Neuroscience                         | Virginia Tech          | 2026    |
| Minor in Computer Science                 | Virginia Tech          | 2026    |
+-------------------------------------------+------------------------+---------+

Interests

+-------------------+----------------------+
| Coding            | Hardware             |
| Skiing            | Local AI / LLMs      |
| Woodworking       | 3D printing          |
| Guitar            | Firmware             |
| Robotics          | Raspberry Pi         |
| Medicine          | Car diagnostics      |
| Neuroscience      | Neural modeling      |
| Linux             | Databases            |
| Terminal tools    | Public transit       |
| Networking        | Satellites           |
| Self-hosting      | Game development     |
| Privacy           | ASCII art            |
+-------------------+----------------------+
+---------------+------------------+--------------------+----------------------+
| Coding        | Neuroscience     | Hardware           | Neural modeling      |
| Skiing        | Linux            | Local AI / LLMs    | Databases            |
| Woodworking   | Terminal tools   | 3D printing        | Public transit       |
| Guitar        | Networking       | Firmware           | Satellites           |
| Robotics      | Self-hosting     | Raspberry Pi       | Game development     |
| Medicine      | Privacy          | Car diagnostics    | ASCII art            |
+---------------+------------------+--------------------+----------------------+

Work Experience

+---------------+---------------+----------+
| Job Title     | Company       | Duration |
+---------------+---------------+----------+
| Linux         | Freelance     | 2 years  |
| Developer     |               |          |
+---------------+---------------+----------+
| Research      | University    | 1 year   |
| Assistant     | Research Lab  |          |
+---------------+---------------+----------+
| Clinical      | Hospital      | current  |
| Staff         |               |          |
+---------------+---------------+----------+
+---------------------------+-----------------------------------+--------------+
| Job Title                 | Company                           | Duration     |
+---------------------------+-----------------------------------+--------------+
| Linux Developer           | Freelance                         | 2 years      |
| Research Assistant        | University Research Lab           | 1 year       |
| Clinical Staff            | Hospital                          | current      |
+---------------------------+-----------------------------------+--------------+

Main Projects

+--------------------+---------------------+
| Project            | Description         |
+--------------------+---------------------+
| fblogin [C]        | fblogin is a        |
|                    | lightweight,        |
|                    | framebuffer-based   |
|                    | login manager for   |
|                    | Debian.             |
+--------------------+---------------------+
| CS3704-Canvas-Proj | CS3704 Canvas       |
| ect [Python]       | Project -           |
|                    | team-maintained     |
|                    | Canvas TUI and      |
|                    | shared-core...      |
+--------------------+---------------------+
| memory-spark       | 15-stage RAG        |
| [TypeScript]       | pipeline with       |
|                    | dynamic reranker    |
|                    | gating, RRF fusion, |
|                    | and...              |
+--------------------+---------------------+
| GSD-OC             | GSD lifecycle       |
| [TypeScript]       | orchestration as a  |
|                    | native OpenClaw     |
|                    | plugin -            |
|                    | enforced...         |
+--------------------+---------------------+
| ICS-Satellite      | Public Repo for     |
| [Python]           | requesting          |
|                    | planetary and       |
|                    | Satellite data by   |
|                    | lat n Lon...        |
+--------------------+---------------------+
| xcode-mcp-suite    | SDK, CLI, and MCP   |
| [TypeScript]       | proxy for Xcode's   |
|                    | agentic coding      |
|                    | bridge (xcrun...    |
+--------------------+---------------------+
+-----------------------+------------+-----------------------------------------+
| Name                  | Lang       | Description                             |
+-----------------------+------------+-----------------------------------------+
| fblogin               | C          | fblogin is a lightweight,               |
|                       |            | framebuffer-based login manager for     |
|                       |            | Debian.                                 |
+-----------------------+------------+-----------------------------------------+
| CS3704-Canvas-Project | Python     | CS3704 Canvas Project - team-maintained |
|                       |            | Canvas TUI and shared-core...           |
+-----------------------+------------+-----------------------------------------+
| memory-spark          | TypeScript | 15-stage RAG pipeline with dynamic      |
|                       |            | reranker gating, RRF fusion, and...     |
+-----------------------+------------+-----------------------------------------+
| GSD-OC                | TypeScript | GSD lifecycle orchestration as a native |
|                       |            | OpenClaw plugin - enforced...           |
+-----------------------+------------+-----------------------------------------+
| ICS-Satellite         | Python     | Public Repo for requesting planetary    |
|                       |            | and Satellite data by lat n Lon...      |
+-----------------------+------------+-----------------------------------------+
| xcode-mcp-suite       | TypeScript | SDK, CLI, and MCP proxy for Xcode's     |
|                       |            | agentic coding bridge (xcrun...         |
+-----------------------+------------+-----------------------------------------+

GitHub Activity

19,946 contributions in the last year, as
the GitHub profile counts them.
as of 2026-11-12 11:23Z, 3 h ago

       Mar  Apr May  Jun Jul Aug  Sep Oct   
    ▓█▒▓▒▓▒█▒▒█▓▓▓▒█▒▒▓█▓████▒▓··████·▓░▓█▓▒
Mon ▓▓█▓▒▓▒▓▒▓▒▒█▓▓▓▒███▒▓█▓▒▒▒··██░░░▒▒▒█▓░
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Wed ▒▓▒▒█▓▓█▒█▒██▒▓▒▒▒█████▓▓▒▒·███▓▓█▓▒▓▓██
    █▒▒▒▓▓█▓▓▓▓█▓▒▓▒▓▓█▓██▒▒▓▒▓░██▓░▓▓█░██▒░
Fri ▓▒▒▒▒▓▓█▓▓▓▓█▒█▒▒▓█▓██▓▓▒░░·▓█▒▓█▓▓███░ 
    █▓▒▒▓▒▓█▓█▓▓▒▒█▒▒▒█████▓▒···░██░▒▒·███▒ 

less · ░ ▒ ▓ █ more
showing the newest 40 of 52 weeks

+--------------------+---------------------+
| CURRENT STREAK     | LONGEST STREAK      |
+--------------------+---------------------+
| 30 days            | 272+ days           |
+--------------------+---------------------+
| ACTIVE DAYS        | PUBLIC REPOS        |
+--------------------+---------------------+
| 355 of 369         | 64                  |
+--------------------+---------------------+

top languages
Python       ██████████████████████ 21 repos
C            ██████████████▋░░░░░░░ 14 repos
TypeScript   █████████▍░░░░░░░░░░░░  9 repos

+---------------------------+--------------+
| RECENTLY PUSHED           | DATE (UTC)   |
+---------------------------+--------------+
| kleinpanic                | 2026-11-12   |
| CS3704-Canvas-Project     | 2026-11-11   |
| fdm-material-atlas        | 2026-11-09   |
| datahall                  | 2026-11-06   |
| ghost-pipeline            | 2026-11-04   |
+---------------------------+--------------+

+----------------+-------------------------+
| LINK           | URL                     |
+----------------+-------------------------+
| GitHub profile | https://github.com/klei |
|                | npanic                  |
| repositories   | https://github.com/klei |
|                | npanic?tab=repositories |
| Hugging Face   | https://huggingface.co/ |
|                | kleinpanic93            |
| blog RSS       | https://kleinpanic.com/ |
|                | blog/rss.xml            |
+----------------+-------------------------+
19,946 contributions in the last year, as the GitHub profile counts them.
as of 2026-11-12 11:23Z, 3 h ago

       Dec Jan Feb Mar  Apr May  Jun Jul Aug  Sep Oct   
    ░░░░░░░░░░░░▓█▒▓▒▓▒█▒▒█▓▓▓▒█▒▒▓█▓████▒▓··████·▓░▓█▓▒
Mon ░░░░░░░░░░▒▒▓▓█▓▒▓▒▓▒▓▒▒█▓▓▓▒███▒▓█▓▒▒▒··██░░░▒▒▒█▓░
    ░░░░░░░░░░░▓█▒▒▒▒▒▒▓▒▓▓▒█▒▒█▒▒█▓▓█▓▓▓▒░··██▒▒██·███▓
Wed ░░░░░░░░░░░█▒▓▒▒█▓▓█▒█▒██▒▓▒▒▒█████▓▓▒▒·███▓▓█▓▒▓▓██
    ░░░░░░░░░░▒▓█▒▒▒▓▓█▓▓▓▓█▓▒▓▒▓▓█▓██▒▒▓▒▓░██▓░▓▓█░██▒░
Fri ░░░░░░░░░░░▒▓▒▒▒▒▓▓█▓▓▓▓█▒█▒▒▓█▓██▓▓▒░░·▓█▒▓█▓▓███░ 
    ░░░░░░▒░░░░▓█▓▒▒▓▒▓█▓█▓▓▒▒█▒▒▒█████▓▒···░██░▒▒·███▒ 

less · ░ ▒ ▓ █ more

+--------------------+--------------------+-----------------+------------------+
| CURRENT STREAK     | LONGEST STREAK     | ACTIVE DAYS     | PUBLIC REPOS     |
+--------------------+--------------------+-----------------+------------------+
| 30 days            | 272+ days          | 355 of 369      | 64               |
+--------------------+--------------------+-----------------+------------------+

top languages
Python       ██████████████████████████████████████████████████████████ 21 repos
C            ██████████████████████████████████████▋░░░░░░░░░░░░░░░░░░░ 14 repos
TypeScript   ████████████████████████▉░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░  9 repos

+---------------------------------------------------+--------------------------+
| RECENTLY PUSHED                                   | DATE (UTC)               |
+---------------------------------------------------+--------------------------+
| kleinpanic                                        | 2026-11-12               |
| CS3704-Canvas-Project                             | 2026-11-11               |
| fdm-material-atlas                                | 2026-11-09               |
| datahall                                          | 2026-11-06               |
| ghost-pipeline                                    | 2026-11-04               |
+---------------------------------------------------+--------------------------+

+-------------------+----------------------------------------------------------+
| LINK              | URL                                                      |
+-------------------+----------------------------------------------------------+
| GitHub profile    | https://github.com/kleinpanic                            |
| repositories      | https://github.com/kleinpanic?tab=repositories           |
| Hugging Face      | https://huggingface.co/kleinpanic93                      |
| blog RSS          | https://kleinpanic.com/blog/rss.xml                      |
+-------------------+----------------------------------------------------------+