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alfredofdlv/README.md

Hi there, I'm Alfredo Flórez de la Vega 👋

Aspiring Data Scientist | Finance & AI Enthusiast


LinkedIn
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🎓 About Me

I'm a Data Science student passionate about the intersection of Finance, Artificial Intelligence, and Scientific Research. I love turning complex data into actionable insights using both Python and R.

  • 🔭 I’m currently working on Advanced Portfolio Optimization.
  • 🌱 I’m currently learning LLMs and Generative AI.
  • 👯 I’m looking to collaborate on Open Source Data Science projects.

🛠️ Tech Stack

Languages & Core:

Data Science & AI:

🚀 Featured Projects

Project Description Tech Stack
📈 S&P500 Forecasting Predictive modeling and portfolio optimization in financial markets. Time Series Optimization Python
🫁 Lung Cancer CT Classif. Deep learning for medical image analysis and disease detection using CT scans. Computer Vision Deep Learning CNN
🩺 CKD-Nexus Chronic Kidney Disease prediction and analysis platform for early detection. Medical AI Predictive Analytics Classification
🔊 Sound Classification Environmental sound classification using DeepFool approach. Audio Processing Adversarial AI
🎓 Student Grades Pipeline End-to-end ML pipeline with app deployment. MLOps Deployment Pipeline
📦 Amazon Refill Planner Logistics and planning optimization tool. Optimization Planning

⚡️ GitHub Stats

Estadísticas de Alfredo
Lenguajes de Alfredo

Let's connect and talk about Data!

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  1. Stock-Portfolio-Forecasting-and-Optimization-on-S-P-500 Stock-Portfolio-Forecasting-and-Optimization-on-S-P-500 Public

    Forked from alejandromorislara/Stock-Portfolio-Forecasting-and-Optimization-on-S-P-500

    A machine learning pipeline for forecasting and optimizing an S&P 500 portfolio. It ingests daily closing prices (2010–2023), runs EDA and PCA‑based feature engineering, trains and compares models …

    Jupyter Notebook 3

  2. Lung-Cancer-Classification-using-Computerized-Tomography-CT-Data Lung-Cancer-Classification-using-Computerized-Tomography-CT-Data Public

    Forked from alejandromorislara/Lung-Cancer-Classification-using-Computerized-Tomography-CT-Data

    A machine learning project for classifying lung cancer using CT scan data. It employs semi-supervised learning with Label Spreading to improve classification with limited labeled data, differentiat…

    Jupyter Notebook 2

  3. Environmental-Sound-Classification-with-Deep-Learning-a-Deepfool-Approach Environmental-Sound-Classification-with-Deep-Learning-a-Deepfool-Approach Public

    Forked from alejandromorislara/Environmental-Sound-Classification-with-Deep-Learning-a-Deepfool-Approach

    This repository implements deep learning models (CNNs, RNNs, and CRNNs) for classifying environmental sounds using spectral features like MFCCs and Mel spectrograms. It includes data preprocessing,…

    Jupyter Notebook 2

  4. Amazon-Refill-Planner Amazon-Refill-Planner Public

    Sistema inteligente de planificación de rutas de reposición para almacenes con IoT (ESP32 + HX711). Combina sensores de peso, algoritmos de optimización y una interfaz web interactiva para maximiza…

    Python 4 1