Public Track Record
Work Completed
Everything built, released, taught, and given away. No marketing fluff, just the artifacts.
Hardware Donated
GPUs
2x RTX 3090 (48GB VRAM)
One recipient active on X
Laptop
1 Student Laptop
Student without hardware access
Education
Algerian Students
4 Classes
Weekly sessions
X Followers
2 Classes
Discord community sessions
Total Students
6 Cohorts
Completed
Model Compressions & Releases
Compressions Released
18
Tested & working
Total Downloads
100k+
Across all releases
vLLM TurboQuant
First Implementation
1,400 GitHub stars
Open Source Contributions
vLLM Studio
50+ Contributions
Free & open source, actively used
pi-brain
Session Extraction Tool
Extract and share AI sessions
reap-mlx
MLX Compression
Compression on Apple Silicon
reap-strix
Strix Compression
Compression on any hardware
Research Support
Student Researchers
2 Supported
1000+ compute credits
Prime Intellect
$100 Personal Grant
Follower compute access
Published Wikis & Documentation
Technical Milestones
Day 0 Support
DeepSeek-V4-Flash
SGLang on SM120 (Blackwell)
Talks Given
Multiple Events
Public presentations
Droid Guide
Free Usage Article
How to use Droid for free
Verification & References
Profiles
Shared 100+ pi-sessions publicly. Working daily on local AI sovereignty: freedom over dependency, durable capability over recurring rent.