Hi, I’m Alejandro — a Physicist turned Data Scientist with a passion for solving complex problems through data. From quarks to queries, my journey has taken me from academic research to the world of Machine Learning and AI.
Technical Skills
Programming Languages
Data Manipulation & Processing
Machine Learning & AI
Algorithms
| Linear Regression |
Logistic Regression |
Decision Trees |
Random Forest |
Support Vector Machines (SVM) |
Neural Networks |
| Clustering |
Principal Component Analysis (PCA) |
Autoencoders |
| Q-learning |
Deep Q-Networks |
Policy Gradient Methods |
Data Visualization
MLOps & Workflow Orchestration
Soft Skills
Problem-solving | Scientific communication | Research mindset | Self-taught learner | Team collaboration
Education
PhD in Physics
| PhD in Physics |
CINVESTAV - Physics Department |
| 2019 - 2024 |
Mexico city, Mexico |
| |
Researched the internal structure of hadrons using the MIT Bag Model and non-extensive Tsallis statistics. Developed a thermodynamically consistent model of quark-gluon matter to study pressure distribution inside the proton. |
Physics Engineer
Certifications
- Complete Python Bootcamp (Udemy, 2022–2023) — José Portilla, Pierian Training
- SQL Bootcamp: Zero to Hero (Udemy, 2022–2023) — José Portilla
- Machine Learning A-Z: AI, Python & R (Udemy, 2023–2024) — Kirill Eremenko, Hadelin de Ponteves
- AI A-Z (2024): Build 7 AI + LLM Models (Udemy, 2023–2024) — Kirill Eremenko, Hadelin de Ponteves
Featured Projects
Here are some of the projects I plan to build and showcase soon. 🚧 Work In Progress
Stay tuned!
Built a sentiment analysis model to classify text as positive or negative, useful for customer feedback and social media analysis.
Read More
Fraud Detection
Machine Learning model to detect fraudulent transactions using ensemble methods.
Read More
Real-Time Object Detection
Placeholder for YOLO-based real-time object detection pipeline on video streams.
Coming Soon
Recommendation System
Placeholder for collaborative filtering recommendation engine.
Coming Soon
Let’s Connect
Feel free to reach out if you’re interested in collaborating, have a question, or just want to say hi!
Python
R
(Familiar with) PostgresSQL
(Familar with) MySQL
(Familiar with) SQLite
(Familiar with) MongoDB
NumPy
Pandas
(Familiar with) Amazon Web Services (AWS)
(Familiar with) Docker
(Some experience) Scikit-learn
(Some experience) TensorFlow
(Familiar with) PyTorch
Matplotlib
Seaborn
Plotly
ggplot2
Tableau
PowerBI
Git
GitHub
(Familiar with) Data Version Control (DVC)
(Planning to work with) Airflow
(Planning to work with) Kubeflow
