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WaelYTz/README.md

WAEL - LV 20 - save file

typing

Play my portfolio Kaggle views followers

Hi, I'm Wael: ML engineer and AI-agent builder. I build forecasting models and multi-agent LLM systems, and compete on Kaggle and Zindi.
Open to collaborations on machine learning, AI agents and data competitions.

♥ Play my portfolio: an explorable pixel-art underground where every room is a project. No time? Read the résumé.

Encounter

encounter results

FIGHT ACT ITEM MERCY

Who am I

wael@github:~$ whoami
  ML engineer · AI-agent builder · competition data scientist

wael@github:~$ cat ./creed.txt
  "Technoblade never dies."
  "All warfare is based on deception."  - Sun Tzu

wael@github:~$ ls ./arsenal
  python  pytorch  xgboost  lightgbm  catboost  scikit-learn  langgraph  langchain  pandas  numpy  typescript

wael@github:~$ ./now --status
  [■■■■■■■■■□] shipping causal forecasting models & multi-agent systems

Leaderboard log

Leaderboard log: TrafficFlowBench, Zindi Bias Bounty, Virtual Embryo Challenge

code: trafficflowbench-2026 · resist-one-road-out · vec-leaderboard-insights

The Art of War

The Art of War, leaderboard edition

Technoblade never dies

Technoblade: If you wish to defeat me, train for another 100 years. Technoblade never dies.

"Blood for the Blood God."
"Not even close, baby. Technoblade never dies!"

wael@github:~$ ./grind --mode technoblade
  [potato farm]    ████████████████  harvested
  [skill issue]    ░░░░░░░░░░░░░░░░  not found
  [give up]        command not found

Determination

Undertale bullet box: the SOUL dodges bones, a pellet ring and blaster beams

wael@github:~$ save --slot 0
  * Despite everything, it's still you.
  * The progress of 3 competitions has been saved.
  * HP fully restored.

Projects

trafficflowbench-2026 Refactoring-Swarm-El-equipe resist-one-road-out vec-leaderboard-insights ML_AlgorithmsFromScratch ooredoo-training-recommender llm-lab-dz/llm-from-scratch llm-lab-dz/LLM-FineTune

Recent activity

recent public activity

Stack

stack

Stat

Undertale STAT menu with GitHub stats

Undertale ITEM menu with languages

Last 31 days

contributions in the last 31 days

contributions this year, with the SOUL travelling across the weeks

Stay determined.

Pinned Loading

  1. llm-lab-dz/LLM-FineTune llm-lab-dz/LLM-FineTune Public

    🔧 QLoRA fine-tuning of Qwen2.5-3B-Instruct on cleaned UltraChat: 4-bit NF4, LoRA on 2x T4, adapter on Hugging Face

    Python 2

  2. Refactoring-Swarm-El-equipe Refactoring-Swarm-El-equipe Public

    🤖 Multi-agent LLM system that detects, fixes and validates Python code-quality issues in a self-healing loop (Gemini · LangChain · LangGraph)

    Python 3

  3. ML_AlgorithmsFromScratch ML_AlgorithmsFromScratch Public

    🧮 Core machine-learning algorithms from first principles: linear & logistic regression, decision trees, random forests

    Jupyter Notebook 1

  4. apcs-MicroHack/apcs-frontend apcs-MicroHack/apcs-frontend Public

    TypeScript

  5. resist-one-road-out resist-one-road-out Public

    🔥 Zindi Bias Bounty: an escape-route road filter hides second exits for 2.88M residents in wildfire country, and the coverage score never counts ways out

    Python

  6. trafficflowbench-2026 trafficflowbench-2026 Public

    🚦 2026 IEEE Big Data Cup TrafficFlowBench: causal traffic-state reconstruction & queue forecasting under a hidden regime shift

    Python