Esteban Márquez Delgado
ITESO Financial Engineer BSc. 📊⚙️
About:
Education:
- ITESO Universidad Jesuita de Guadalajara
Financial Engineering Bsc, Data Science & Statistical Modelling·
(August 2018 - December 2022)
Guadalajara, Mexico Metropolitan Area
-
Universidad Loyola
International Exchange Student , Economics
August 2019 - December 2019
Guadalajara, Mexico Metropolitan Area -
Colegio Cervantes Costa Rica
Technical High School, Physics & Mathematics
August 2014 - December 2017
Guadalajara, Mexico Metropolitan Area
Currently Studying for:
Work:
-
Trading Club GDL
Portfolio Risk Management Associate
January 2018 - Present (5 years 11 months)
Guadalajara, Mexico Metropolitan Area
Capital, Bonds & Derivatives Markets Risk Management -
Investor House MX
Financial Analyst Associate
May 2017 - Present (6 years 7 months)
Mexico, MX
Capital Markets Equities Analysis & Portfolio Constructions effectively applying Risk Management tools from data on investments made in the BMV & NYSE equities, ETFs, Forex & Bonds. -
SHCP
Data Science Internship
May 2022 - December 2022 (8 months)
Development of large datasets automatic Cleansing & ETL processes with NLP techniques for Clothings imports subcategories within MX. -
Instituto de Información Estadística y Geográfica de Jalisco
GIS Data Science Internship
January 2022 - May 2022 (5 months)
Jalisco, Mexico
GIS Data Science Internship where Natural Protected Areas insights were constantly delivered from Data Analysis & ML using Satellite Imagery Remote Sensing Data for their Supervised Classification.
Distinctions:
First place on college investment competition hosted by MexDer financial derivatives operator Kualiderivados in 2018.
Algorithms 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
- Particle Swarm Optimization
- Adaline / Perceptron
- Artificial Neural Networks (Feed Forward, Recurrent, Convolutional, GANs, etc.)
Tools:
Programming Languages 🖥
Languages | 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 |
Frameworks 📱
Symbol | Framework | Experience |
---|---|---|
Streamlit | 2+ years | |
Keras | 1+ year | |
PyTorch | 1+ year | |
TensorFlow | 1+ year | |
Node.js | 1+ year | |
React.js | 1+ year | |
.NET | -1 years | |
Selenium | -1 years |
Text Editor 💻
Symbol | Editor | Experience |
---|---|---|
Jupyter | 4+ years | |
RStudio | 3+ years | |
Spyder | 3+ years | |
VSCode | 2+ years | |
VSCode Web | 1+ years | |
GitHub Codespaces | 1+ years | |
Google Colab | 1+ years | |
PyCharm | 2+ years |
CLIs 🖥
Symbol | Editor | Experience |
---|---|---|
Conda | 4+ year | |
Bash | 3+ year | |
CMD | 3+ year | |
PowerShell | 2+ year |