(Statistical Modelling & GIS Engineering)
Contact:
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ITESO
Financial Engineering BSc.
Statistical Modelling & Data Science
August 2018 - December 2022 (5 years)
Guadalajara, MXActivities:
Economics International Exchange ERASMUS student & investment societies.
Experienced using software tools like Python, R & MATLAB for Risks & Predictive Modelling using Applied Mathematics.Distinctions:
1ยฐ place on investment competition hosted by MexDer financial derivatives operator Kualiderivados.
August 2019 - December 2019 (1 semester)
Seville, Spain
Activities:
Statistically modelling [Behavioral Economics](https://www.uloyola.es/oferta-cientifica/personal-investigador/pablo-ernesto-branas-garza) theoretically & technically to simulate human behavior mainly using [MATLAB](https://www.mathworks.com/products/matlab.html) & [Python](https://www.python.org).
- Colegio Cervantes Costa Rica
Technical High School - Physics & Mathematics
August 2014 - December 2017 (3 years)
Guadalajara, MX
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Impresiones Formar
Co-Chief Executive Officer
January 2023 - Present
Guadalajara, MX
Activities:
Leading one of the largest printing companies founded in 1990, with special treatment to distributors, printers and marketers specialized in the production of short & urgent Offset printings in most formats speciallizing in clients retention. -
Grupo Guรญa (Excelencia Inmobiliarรญa)
Capital Allocation Data Scientist
Jan 2024 - Present
Guadalajara, MX
Activities:
Predict emerging zones of real estate with ML & GIS Engineering with an avg. of 25%+ returns. -
Instituto de Informaciรณn Estadรญstica y Geogrรกfica de Jalisco (IIEG)
Data Science Internship
January 2022 - May 2022 (6 months)
Guadalajara, MX
Activities:
HTTP querying Natural Protected Areas Remote Sensed Data with GIS Engineering to identify zones of pressure with Unsupervised Learning algorithms. -
SHCP (Secretaria de Hacienda y Crรฉdito Pรบblico)
Data Science Internship
May 2022 - December 2022
Guadalajara, MX
Activities:
Big Data ETL processes with NLP Supervised Classifications to develop Price Prediction Models on MX Clothings imports for taxing purposes. -
Trading Club GDL
Portfolio Risk Management Associate
January 2018 - Present (6 years)
Guadalajara, MX
Activities:
Optimizations with Historical Data or Simulations for Portfolio Constructions & Risk Measuring by Data driven decision-making. -
Investor House MX
Financial Analyst Associate
May 2017 - Present (7 years)
Mexico City, MX
Activities:
Web Scrapping Financial Data to perform Technical, Fundamental & Corporate Data Analysis to deliver insights that supported Investment Decisions.
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5+ years experience using Github & Github Copilot (as a beta tester before its launch) while taking advantage of my
Effectively troubleshooting collaborations with DevOps..
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Studying English as a Second Language since I was 5 years old 3 hours a day I can effectively communicate with speakers verbally through native spelling & grammar.
| Symbol | Language | Experience |
|---|---|---|
| Python | 5+ years | |
| R | 4+ years | |
| MATLAB | 4+ years | |
| Markdown | 4+ years | |
| LaTeX | 4+ years | |
| Git | 4+ years | |
| HTML | 3+ years | |
| CSS | 3+ years | |
| YAML | 1+ years | |
| JavaScript | 1+ years | |
| C# | -1 years | |
| PHP | -1 years | |
| TypeScript | -1 years |
| Symbol | Framework | Experience |
|---|---|---|
| Streamlit | 2+ years | |
| Keras | 1+ years | |
| PyTorch | 1+ years | |
| TensorFlow | 1+ years | |
| Node.js | 1+ years | |
| React.js | 1+ years | |
| .NET | 1+ years | |
![]() |
Selenium | 1+ years |
| Symbol | Hosting | Experience |
|---|---|---|
| Github | 4+ years | |
| Gitlab | 2+ years | |
| Azure | 1+ years |
| Symbol | Editor | Experience |
|---|---|---|
| Jupyter | 6+ years | |
![]() |
RStudio | 5+ years |
| Spyder | 4+ years | |
| PyCharm | 3+ years | |
| VSCode | 3+ years | |
| VSCode Web | 4+ years | |
![]() |
GitHub Codespaces | 3+ years |
| Google Colab | 2+ years |
| Symbol | Terminal | Experience |
|---|---|---|
| Conda | 5+ years | |
| Bash | 4+ years | |
![]() |
CMD | 4+ years |
| PowerShell | 3+ years | |
| Ubuntu | 3+ years |
| Symbol | DevTools | Experience |
|---|---|---|
| MDN Dev | 2+ years | |
| DevTools | 2+ years | |
| Experimental | 2+ years |
ย ย ย ย ย Algoritms Experience:
- Linear & Logistic Regressions
- Decision Trees
- Random Forests
- Support Vector Machines (SVMs)
- K-Nearest Neighbors (KNN)
- Naive Bayes
- Principal Component Analysis (PCA)
- K-Means
- Hierarchical Clustering
- Gradient Boosting Machine (GBM)
- Genetic Algorithms (GA)
- Particle Swarm Optimization (PSO)
- Adaline
- Perceptron
- Feedforward Neural Network (FNN)
- Recurrent Neural Network (RNN)
- Convolutional Neural Network (CNN)
- Long Short-Term Memory (LSTM)
- Generative Adversarial Networks (GANs)








