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mohmedmm/README.md

Mohammed Alshyakh

Systems & Machine Learning Engineer • Open Source Contributor

Tripoli, Libya • nbox.ly • alshaykh@nbox.ly

GitHub Platform Email Profile Views

Systems and software engineer contributing upstream fixes and runtime enhancements to foundational machine learning libraries, distributed inference engines, and developer tooling.


Merged Upstream Contributions

Direct code contributions merged into industry-standard open source repositories:

Organization / Project Area Merged Pull Request & Scope Status
Google (google-gemini/cookbook) AI Framework & Dev Platform #1445: Preserve multiline strings with magic-like syntax in nblint
#1436: Exclude fenced code blocks from markdown anchor extraction
Merged
Merged
Tenstorrent (tt-metal) Silicon Kernels & Math Ops #55598: Prevent non-finite NaN in Moreh norm_backward for zero-norm slices Merged
Qdrant (fastembed) Vector Embedding Runtime #717: Normalize dynamic tokenizer padding for ONNX embedding pipelines (co-author) Merged

GitHub Achievements

Achievement Tier Description Official Badge
Pull Shark Base Tier Authored pull requests merged into production upstream repositories Pull Shark
Pair Extraordinaire x2 (Bronze) Co-authored commits on merged upstream pull requests across foundational AI ecosystems Pair Extraordinaire

Active Upstream Pull Requests & In-Review

Contributions addressing edge-case exceptions, runtime routing, and CLI features across foundational ecosystems:

Organization / Project Component Contribution Details Status
OpenAI (openai/tiktoken) BPE Tokenizer Runtime #631: Normalize KeyError payloads across all public decode helpers for negative, out-of-range, and overflowing ranks In Review
LibreChat (LibreChat-AI/LibreChat) Full-Stack AI Architecture #17748: Route first-party GPT-6 Sol and Luna agents with tools to Responses API Open PR
Google (google/etils) Python Core Utilities #849: Ensure case-insensitive hash consistency across Python versions in StrEnum Open PR
Google (google/langextract) Information Extraction #604: Anchor code fences to prevent improper splits on nested backticks Open PR
JAX (jax-ml/jax) Numerical & Tensor Ops #42242: Pad empty arrays with fill_value under vmap/jit transforms Open PR
Tenstorrent (tt-metal) Silicon Kernels & Math Ops #55590: SFPU Chebyshev polynomial bridge for lgamma precision (<4 ULP)
#64246: Route row-major gather to RmSingleRowSingleCore
#61500: Credit alternate route in multicast all-gather on even rings
Approved
2 Active
vLLM (vllm-project/vllm) Distributed LLM Serving #59445: Restrict cache path resolution to designated directory
#60649: Parse boolean filter arguments in benchmark sweep CLI
2 Active
Hugging Face (transformers) ML Framework #48549: Support dict-typed dataclass fields in HfArgumentParser CLI Open PR
Qdrant (qdrant/qdrant) Vector Database Engine #10775: Correct non-positive distance calculation in binary quantization for L1/L2 Open PR
LiteLLM (BerriAI/litellm) AI Gateway & Proxy #47191: Validate provider completion payloads
#40282: Preserve reasoning tokens in stream chunk builder
#41603: Resolve model_group_alias in Vertex live config extraction
3 Active

Featured Engineering Projects

Project Tech Stack Highlights
system-design-pro Architecture Distributed Systems CLI Agent Skill Distributed Architecture Engine & Capacity Calculator: Comprehensive system design blueprints across 28 domains, automated estimation tools, RFC templates, and universal agent skills for Cursor, Claude Code, and Antigravity.
nbox C++ PyTorch ONNX Runtime CUDA Neural Video Enhancer & Real-Time Upscaler: GPU-accelerated video enhancement pipeline designed for low-latency upscaling and frame restoration without saturating host CPU resources.
gemma-vf-agent Python Gemma 4 Pytest AST Verification-First Agentic Harness: Deterministic code synthesis and bug-hunting framework that enforces test-driven validation, AST parsing, and regression verification before landing code edits.
Libya_ID Python FastAPI PostgreSQL Carrier Directory Indexing Architecture: Architecture specification and prototype lookup engine designed for high-throughput mobile number identification and structured query responses.
Card SMS Gateway (Enterprise Service) TypeScript Node.js Redis PostgreSQL Resilient Verification Gateway: Multi-provider SMS dispatch infrastructure with automatic failover, sliding-window rate limiting, and idempotent delivery tracking.

Technical Skills & Tooling

Languages & Core Systems

Python C++ TypeScript JavaScript Rust SQL Bash

ML Runtimes & Math Ops

PyTorch JAX Hugging Face ONNX Runtime CUDA vLLM

Backend & Distributed Systems

FastAPI Node.js PostgreSQL Redis Qdrant

Engineering Tooling & DevOps

Git Linux Docker GitHub Actions Pytest


Engineering Philosophy

  • Zero Synthetic Bloat: No superficial abstractions, unnecessary try/except wrappers, or cosmetic reformatting. Code changes must be minimal, focused, and directly address root causes.
  • Idiomatic Alignment: Strictly adhere to upstream codebase patterns, typing standards, and existing helper architectures.
  • Test-Driven Correctness: Every bugfix or feature must be verified with focused unit and regression tests covering edge-case inputs, type conversions, and boundary conditions.

GitHub Analytics

Mohammed's GitHub Stats Mohammed's GitHub Streak
Top Languages

Contact & Links

Pinned Loading

  1. fastembed fastembed Public

    Forked from qdrant/fastembed

    Fast, Accurate, Lightweight Python library to make State of the Art Embedding

    Python

  2. transformers transformers Public

    Forked from huggingface/transformers

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Python

  3. tt-metal tt-metal Public

    Forked from tanvirarafin/tt-metal

    🤘 TT-NN operator library, and TT-Metalium low level kernel programming model.

    C++

  4. huggingface/transformers huggingface/transformers Public

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Python 169k 35.1k