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Diego-HernSua/README.md

🌟 Welcome to Diego Hernández Suárez's GitHub! 👾👋

I am a Data Science and Engineering student at Universidad Carlos III de Madrid. This GitHub profile showcases my projects and accomplishments, reflecting my expertise and enthusiasm in programming, AI, Machine Learning, data modeling, and cybersecurity.

📫 Get in Touch

📚 Education

🎓 Final Year Student in Data Science and Engineering

Universidad Carlos III de Madrid

🌍 International Baccalaureate (IB) in Sciences

Colegio Arenas Internacional

💡 Skills & Expertise

Category Skills
📊 Data Science Analysis, Visualization, Predictive Modeling
🔐 Cybersecurity Risk Management, Threat Detection, Security Protocols
🤖 AI Neural Networks, NLP, Deep Learning
🛠️ Data Engineering Data Pipelines, ETL Processes
🧠 Machine Learning Supervised and Unsupervised Learning, Model Evaluation
📈 Statistics Statistical Analysis, Hypothesis Testing, Probability Theory
🔢 Computational Mathematics Numerical Methods, Algorithm Development, Optimization Techniques
🗃️ Databases Design, Management, Querying of Relational (SQL) and Non-relational (NoSQL) databases

🌱 Continuous Learning

🎓 Currently Pursuing

Bachelor's Degree in Data Science and Engineering

🏅 Certifications

  • Currently Completing: Certified in Cybersecurity (ISC2) and Power BI Course

🚀 Career Interests

🔍 Seeking Opportunities: Actively looking for an internship in a forward-thinking company where I can apply my knowledge and skills in a practical setting.

📂 Featured Projects

Project Title Description
Advanced NLP and ML Analysis of Medication Reviews Application of advanced NLP and ML techniques to analyze medication reviews and predict drug effectiveness and side effects.
Linear and Discrete Models for Energy Production Optimization Optimization of energy production using linear and discrete models to improve efficiency and resource allocation.
PageRank Algorithm Implementation for Web Page Ranking Implementation of the PageRank algorithm using Apache Spark on Databricks to rank web pages based on link structures.
Network Optimization and Non-linear Models Formulation and solution of network optimization problems, including vehicle routing and non-linear optimization for wood transportation.
Modeling for Medical Insurance Costs: Bayesian Analysis Application of Bayesian analysis to model medical insurance costs using various statistical techniques.
CookingTok: Web Application A web application for managing and discovering recipes with features for user profiles, interactive UI, comments, ratings, and advanced search.

⚙️ Tools

Python R Jupyter SQL Pytorch HTML Flask TensorFlow

"You will face many defeats in life, but never let yourself be defeated." – Maya Angelou

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  1. Linear_Discrete_Models_Energy_Production_Optimization Linear_Discrete_Models_Energy_Production_Optimization Public

    Optimize linear models energy production across 25 regions in a country, balancing renewable and non-renewable sources, seasonal demand fluctuations, and government constraints for cost-effective a…

    Jupyter Notebook 1

  2. Network_Optimization_and_Non-linear-Models Network_Optimization_and_Non-linear-Models Public

    Formulate the network optimization problem as a discrete model, identifying mathematically the variables and constraints associated with the network. Formulate (mathematically) and solve a non-line…

    Jupyter Notebook 2

  3. Page_Rank_Wikipedia Page_Rank_Wikipedia Public

    This project involves the creation and implementation of the PageRank algorithm utilizing Apache Spark within the Databricks environment. The focus is on efficiently computing the ranking of web pa…

    Jupyter Notebook 1

  4. Modeling_for_Medical_Insurance_Costs_Bayesian Modeling_for_Medical_Insurance_Costs_Bayesian Public

    This assigment models medical insurance costs using a dataset of 1,339 policies. Bayesian analysis predicts expenses based on age, BMI, and smoking status. The project includes detailed insights in…

    RMarkdown 1

  5. Drugs_Reviews_NLP_ML Drugs_Reviews_NLP_ML Public

    Apply advanced techniques in natural language processing (NLP) and machine learning (ML) to analyze and extract valuable information from a dataset that includes reviews about medications to apply …

    Jupyter Notebook 1

  6. Cooking_Web_App Cooking_Web_App Public

    CookingTok is a web application for managing and discovering recipes. Users can create, edit, and comment on recipes, with interactive features like step reordering and ingredient recommendations. …

    HTML 1