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Hi there 👋

I'm Imad

Data Scientist, Crafter And Machin learning enthusiast 👨‍💻

A little more about me...

const Imad = {
    ask_me_about: [
        "Machine Learning & LLMs",
        "End-to-End AI/ML Projects on GCP",
        "Python & Data Science EcoSystem",
        "Music (Guitar)"
    ],
core_skills: {
        machine_learning :[
            "Traditional ML (Classification, Regression, Clustering, Dimensionality Reduction)"
            "NLP", // From Sentiment analysis to topic modeling going through POS Tagging, annotations, semantic search, Vectorization ...etc NLP is my core focus 
            "LLM Fine-Tuning", //  Post training with LoRA/QLoRA or Reinforcement Learning with PPO,DPO or GRPO and other methodologies
            "Time-Series forecasting" // Don't like it that much but had a lot of experience building Bayesian forecasting models
            ],
        programming: ["Python", "R", "JavaScript", "C/C++ (for Arduino)"],
        favorite_tools : [
                "MLFLOW", // Amazing lib every data scientist mlengineer or aiengineer should  use it
                "XGBOOST",
                "Kubeflow", // The best for creating ml pipeline
                "GCP (Vertex AI, Dataflow, BQML)", // The main cloud platform where i deploy my work
                "ADK" // Google Agent Development Framework, nothing to say just that i love how simple it is and how easy it is to tinker with it.
        ]
    },
        human_languages: ["French (Fluent)", "English (Fluent)", "Arabic (Fluent)"],
        interests: ["Music (Guitar)", "Tech Exploration", "Arduino prototyping", "Web Development"]
}

Competitions

Competions Project Rank
DevFest Algiers 2019 knoten 3
TechRace By Slush / 3

Projects

Name Repository Institute
Optimisation of Neural Language Translation with semantic annotation of source and target dataset Private U-Paris
PandaPods, a web platform for easy and fat app deployment Link U-Paris
ICU dashboard Private LIED
Net Radio Repo U-Paris
Composition de Musique à l’Aide des Réseaux de Neurones File USTHB
Process and memory simulation Repo USTHB
Vidal Data Extraction Repo USTHB
XML data extraction Repo USTHB
USTHB ARCHI2 TASM Repo USTHB
Tar SHell Repo U-Paris

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