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EstebanMqz/README.md
Business Inquiries:

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Resume
Resume
Website





Esteban Márquez Delgado

Data Scientist / Analyst & ML Eng.

ITESO Financial Engineer BSc. 📊⚙️


About:

Education:
Bsc. iframe

  • 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:

Azure Data Scientist Associate

Tableau Desktop Specialist

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 🖥
Symbol 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
Hosting 🌐
Symbol Service Experience
Github 4+ year
Gitlab 2+ years
Azure 1+ year
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
Frequently Used Pkgs

numpy pandas matplotlib seaborn scikit-learn statsmodels xgboost tensorflow keras pytorch scipy nltk pillow requests fitter tabulate beautifulsoup ggplot2 dplyr tidyr lubridate stringr readr purrr tibble knitr plotly tidyverse Deep Learning Toolbox Curve Fitting Toolbox Simulink Neural Network Toolbox

Repo Visualization:

Repository






Gists






Official Web-Audit / Validation:

Lighthouse W3C HTML Validation

Pinned

  1. Registries Registries Public

    User Account Control (UAC) to grant full permissions to Admin to every restricted file: "Bash", "GUI". "gitk", "PS", "CMD", "Code", "PyCharm", "Anaconda", & "NotePad". Paths & Envs → ".\bashrc" & "…

    Shell 1

  2. Git-Commands Git-Commands Public

    Personal 150+ quick search-list for bash scriptings & tools.

    Shell

  3. GPG-RSA-Git-encryption-1026-4096bits GPG-RSA-Git-encryption-1026-4096bits Public

    Git built-in GPG→RSA 1026-4096 bits File-Encryption (high) & Personal keys setup @ PATH.

  4. Python-Troubleshooter Python-Troubleshooter Public

    Troubleshoot pkgs incompatibilities, runtime errors & vulnerabilities in Python environments for migrations / collabs.

    Jupyter Notebook

  5. repo-visualization repo-visualization Public template

    Template to deplot and acess Azure Static Web GIT repositories files visualization.

    Shell

  6. Initial_Jobless_Claims_Reports_on_EURUSD Initial_Jobless_Claims_Reports_on_EURUSD Public

    In this project the behavior of the EUR_USD exchange rate is studied during the release of the economic indicator Initial Jobless Claims in the US economy.

    HTML