Hello, I'm

Mario

Data Scientist and Engineer

Transforming data into insights, algorithms into impact

About Me

Final-year Data Science and Engineering student with an insatiable curiosity for uncovering patterns in data and building intelligent systems. I thrive on learning new technologies and methodologies, constantly exploring the intersection of statistics, machine learning, and real-world problem solving. My passion lies in transforming complex datasets into actionable insights and developing data-driven solutions that make a meaningful impact.

Education

Third Year of Data Science and Engineering

Data science models, deep learning, generative models and deployment.

Universidad Autónoma de Madrid • 2024-2025

Second Year of Data Science and Engineering

Data structures, algorithms, databases, data visualization and machine learning.

Universidad Autónoma de Madrid • 2023-2024

First Year of Data Science and Engineering

Solid base on mathematics, statistics, programming and machine learning.

Universidad Autónoma de Madrid • 2022-2023

Featured Projects

Diffusion Image Generator

PyTorchCUDAImage GenerationDiffusion Processes

Deep Learning generative model for image generation using PyTorch and CUDA.

Reinforcement Learning Agent

GymnasiumSARSAQ-LearningDeep Q-Learning

Reinforcement Learning agent using gymnasium and my own implemented Q-Learning and SARSA algorithms.

Spanish Wildfires Dashboard

StreamlitData VisualizationFoliumSeaborn

Interactive dashboard for Spanish wildfires with data visualization

Database Performance Analysis

PostgreSQLMongoDBDuckDBPyPlotTimeit

Analysis of databases performance using PostgreSQL, MongoDB, DuckDB, PyPlot and Timeit.

Discord Bots

UnixVimKotlinSQLMongoDBRustDiscordLDAP

Discord moderation bots with advanced features.

Skills

Technical Skills

Python, Java, JavaScript

SQL, NoSQL, LDAP

Machine Learning: Scikit-learn, PyTorch, TensorFlow

Data Visualization: Seaborn, Folium, Plotly, Grafana

Deep Learning: PyTorch, TensorFlow

Statistical Analysis: NumPy, Pandas, SciPy

Big Data: Hadoop, Spark

Excel/Pandas

Soft Skills

Problem Solving

Team Collaboration

Communication

Time Management

Leadership

Adaptability

Critical Thinking

Creativity

Get In Touch

I'm always open to discussing new opportunities, collaborations, or just having a chat about data science and technology.

m.vitonramirez@gmail.com