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LuthfiMirza/README.md

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👋 About Me

luthfi= {
"name": "Luthfi Mirza Darsono",
"role": ["Software Engineer", "Full-Stack Developer"],
"workplace": "Gunadarma University Computing Center (GUCC)",
"position": ["Front-End Staff","ML Enginer"],
"education": "Gunadarma University — Depok, Jawa Barat 🇮🇩",
"focus": ["Recommendation Systems", "Web Application Development", "NLP & Speech AI", "ML Pipeline Design"],
"currently": "Building scalable AI-powered apps & clean UIs",
}

🚀 Featured Projects

ProjectDescriptionTech Stack
🎵 noice-audio-recommendation-systemHybrid audio recommendation engine — content metadata + synthetic listening events. Evaluated with Precision@K, Recall@K & nDCGPythonPandasFastAPIscikit-learn
🎤 AI-Interview-Evaluation-SystemEnd-to-end AI interview analysis — Whisper ASR, NLP scoring, PostgreSQL backend + Next.js dashboard & StreamlitPythonFastAPIWhisperNext.jsPostgreSQL
📈 tradescopeCrypto futures signal dashboard with technical analysis, rule-based signal scoring & AI-assisted market reviewJavaScript
📰 Implementasi-Analisis-Sentimen-BeritaSahamLaravel-based IDX stock sentiment analysis dashboard — news aggregation, technical ranking, prediction evaluation, DSS backtesting & trade journal. Undergraduate thesis projectLaravelPHPNLPMySQL

🤖 ML & AI Focus

AreaDetails
🎯 Recommendation SystemsHybrid (Collaborative Filtering + Content-Based), cold-start handling, catalog-scale data
🗣️ NLP & Speech ProcessingWhisper ASR, NLP scoring, sentiment analysis
⚙️ Model ServingFastAPI, RESTful API design, end-to-end ML pipeline
📊 Evaluation MetricsPrecision@K, Recall@K, nDCG, RMSE, A/B testing mindset
🔧 Data EngineeringPandas, SQL, synthetic data generation, feature engineering

💻 Tech Stack

Languages

My Skills

Frameworks & Tools

My Skills

Data & ML

My Skills

Pandasscikit-learnNumPy

📊 GitHub Stats

GitHub StatsTop Languages
GitHub Streak

🏅 GitHub Achievements

🐍 Contribution Snake

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  1. noice-audio-recommendation-systemnoice-audio-recommendation-systemPublic

    Noice-inspired hybrid audio recommendation system using public catalog-style metadata and synthetic listening events.

    Python 3

  2. AI-Interview-Evaluation-System-End-to-End-AI-Interview-Evaluation-System-End-to-End-Public

    Full-stack AI interview analysis MVP using FastAPI, Whisper, NLP scoring, PostgreSQL, Next.js, and Streamlit.

    Python 3

  3. tradescopetradescopePublic

    Personal crypto futures signal dashboard for technical analysis, rule-based signal scoring, and manual AI-assisted market review.

    JavaScript 3

  4. streaming-user-behavior-edastreaming-user-behavior-edaPublic

    End-to-end streaming platform user behavior EDA with synthetic NOICE-style data, business insights, visuals, and Streamlit dashboard.

    Jupyter Notebook 3

  5. Implementasi-Analisis-Sentimen-BeritaSahamImplementasi-Analisis-Sentimen-BeritaSahamPublic

    Laravel-based IDX stock sentiment analysis dashboard with news aggregation, technical ranking, prediction evaluation, DSS backtesting, and trade journal for undergraduate thesis research.

    Python 6

  6. cyberguard-aicyberguard-aiPublic

    Defensive ML project for phishing URL and email risk classification using URL features, typosquatting detection, NLP, XGBoost, and Streamlit.

    Python 3